The Weighted AverageThe Weighted Average — reporting and analysis on AI, software, and marketshttps://stephenvantran.com/What Codex "/review" doeshttps://stephenvantran.com/notes/2025-10-22-codex-review-command/https://stephenvantran.com/notes/2025-10-22-codex-review-command/Wed, 22 Oct 2025 16:00:00 GMTTime names "Architects of AI" 2025 Person of the Yearhttps://stephenvantran.com/notes/2025-12-12-time-person-of-the-year-2025-architects-of-ai/https://stephenvantran.com/notes/2025-12-12-time-person-of-the-year-2025-architects-of-ai/Fri, 12 Dec 2025 17:00:00 GMTElevenLabs crosses $330M ARRhttps://stephenvantran.com/notes/2026-01-14-elevenlabs-crosses-330m-arr/https://stephenvantran.com/notes/2026-01-14-elevenlabs-crosses-330m-arr/Wed, 14 Jan 2026 17:00:00 GMTAnthropic pulls Fable 5 and Mythos 5 until further noticehttps://stephenvantran.com/notes/2026-06-13-anthropic-pulls-fable-5-mythos-5-government-order/https://stephenvantran.com/notes/2026-06-13-anthropic-pulls-fable-5-mythos-5-government-order/Sat, 13 Jun 2026 20:00:00 GMTAmazon stock sinks on $200B capex planhttps://stephenvantran.com/notes/2026-02-06-amazon-stock-sinks-200b-capex/https://stephenvantran.com/notes/2026-02-06-amazon-stock-sinks-200b-capex/Fri, 06 Feb 2026 17:00:00 GMTAltman now backs pacing AI as lab employees petitionhttps://stephenvantran.com/notes/2026-07-28-altman-pacing-ai-development/https://stephenvantran.com/notes/2026-07-28-altman-pacing-ai-development/Tue, 28 Jul 2026 21:01:00 GMTClaude cuts HAWK-256 attack cost from 2^64 to 2^38https://stephenvantran.com/notes/2026-07-28-claude-cryptanalysis-hawk/https://stephenvantran.com/notes/2026-07-28-claude-cryptanalysis-hawk/Tue, 28 Jul 2026 22:13:00 GMTFish Audio raises $52M seed at $21M ARRhttps://stephenvantran.com/notes/2026-07-28-fish-audio-seed-arr/https://stephenvantran.com/notes/2026-07-28-fish-audio-seed-arr/Tue, 28 Jul 2026 22:17:00 GMTGemini managed agents add hooks and token budgetshttps://stephenvantran.com/notes/2026-07-28-gemini-managed-agent-controls/https://stephenvantran.com/notes/2026-07-28-gemini-managed-agent-controls/Tue, 28 Jul 2026 22:15:00 GMTSeven of nine Hugging Face models fail a safety testhttps://stephenvantran.com/notes/2026-07-28-hugging-face-deepfake-safeguards/https://stephenvantran.com/notes/2026-07-28-hugging-face-deepfake-safeguards/Wed, 29 Jul 2026 00:16:00 GMTMCP passes 400M monthly SDK downloadshttps://stephenvantran.com/notes/2026-07-28-mcp-stateless-spec/https://stephenvantran.com/notes/2026-07-28-mcp-stateless-spec/Wed, 29 Jul 2026 03:23:00 GMTBlackRock takes 80% of Meta's $14B AI campushttps://stephenvantran.com/notes/2026-07-28-meta-blackrock-el-paso-financing/https://stephenvantran.com/notes/2026-07-28-meta-blackrock-el-paso-financing/Wed, 29 Jul 2026 00:14:00 GMTOrcaDub prices AI video dubbing at $0.60 a minutehttps://stephenvantran.com/notes/2026-07-28-orcarouter-orcadub-pricing/https://stephenvantran.com/notes/2026-07-28-orcarouter-orcadub-pricing/Wed, 29 Jul 2026 03:24:00 GMTPerplexity brings Personal Computer to Windowshttps://stephenvantran.com/notes/2026-07-28-perplexity-windows-personal-computer/https://stephenvantran.com/notes/2026-07-28-perplexity-windows-personal-computer/Wed, 29 Jul 2026 00:15:00 GMTPJM will curtail data centers 50MW+ starting June 2027https://stephenvantran.com/notes/2026-07-28-pjm-data-center-curtailment/https://stephenvantran.com/notes/2026-07-28-pjm-data-center-curtailment/Tue, 28 Jul 2026 20:55:00 GMTRecursive Superintelligence signs $410M AWS compute dealhttps://stephenvantran.com/notes/2026-07-28-recursive-superintelligence-aws-deal/https://stephenvantran.com/notes/2026-07-28-recursive-superintelligence-aws-deal/Tue, 28 Jul 2026 20:58:00 GMTAI dominates all 16 test-team conversationshttps://stephenvantran.com/notes/2026-07-29-ai-teammate-social-cost/https://stephenvantran.com/notes/2026-07-29-ai-teammate-social-cost/Thu, 30 Jul 2026 06:21:00 GMTAccounting agents top out at 56.4% on APEXhttps://stephenvantran.com/notes/2026-07-29-apex-accounting-benchmark/https://stephenvantran.com/notes/2026-07-29-apex-accounting-benchmark/Thu, 30 Jul 2026 06:20:00 GMTBloomberg moves to buy Canoe's fund-data enginehttps://stephenvantran.com/notes/2026-07-29-bloomberg-canoe-acquisition/https://stephenvantran.com/notes/2026-07-29-bloomberg-canoe-acquisition/Thu, 30 Jul 2026 01:17:00 GMTBrowserStack puts an agent across 30,000 test targetshttps://stephenvantran.com/notes/2026-07-29-browserstack-test-companion/https://stephenvantran.com/notes/2026-07-29-browserstack-test-companion/Wed, 29 Jul 2026 18:18:00 GMTChipAgents adds $60M for chip-design agentshttps://stephenvantran.com/notes/2026-07-29-chipagents-series-a2/https://stephenvantran.com/notes/2026-07-29-chipagents-series-a2/Thu, 30 Jul 2026 02:37:00 GMTClaude Opus 5 breaks 11 benchmark truceshttps://stephenvantran.com/notes/2026-07-29-claude-opus5-vending-bench-verdict/https://stephenvantran.com/notes/2026-07-29-claude-opus5-vending-bench-verdict/Wed, 29 Jul 2026 23:24:00 GMTOpenAI opens the Codex Security CLIhttps://stephenvantran.com/notes/2026-07-29-codex-security-cli/https://stephenvantran.com/notes/2026-07-29-codex-security-cli/Wed, 29 Jul 2026 20:11:00 GMTClaude Sonnet 5 opens at $2 per million tokenshttps://stephenvantran.com/notes/2026-07-29-claude-sonnet-5-pricing/https://stephenvantran.com/notes/2026-07-29-claude-sonnet-5-pricing/Thu, 30 Jul 2026 05:16:00 GMTCopySight raises $3M for AI video clearancehttps://stephenvantran.com/notes/2026-07-29-copysight-video-clearance/https://stephenvantran.com/notes/2026-07-29-copysight-video-clearance/Thu, 30 Jul 2026 05:18:00 GMTCredible Data raises $10M for enterprise AI contexthttps://stephenvantran.com/notes/2026-07-29-credible-data-seed/https://stephenvantran.com/notes/2026-07-29-credible-data-seed/Thu, 30 Jul 2026 03:32:00 GMTCyera agrees to buy Oasis Security for $1Bhttps://stephenvantran.com/notes/2026-07-29-cyera-oasis-acquisition/https://stephenvantran.com/notes/2026-07-29-cyera-oasis-acquisition/Wed, 29 Jul 2026 14:17:00 GMTEliyan raises $145M for optical interconnectshttps://stephenvantran.com/notes/2026-07-29-eliyan-optical-interconnects/https://stephenvantran.com/notes/2026-07-29-eliyan-optical-interconnects/Wed, 29 Jul 2026 17:24:00 GMTEncore AI raises $30M for interaction-trained agentshttps://stephenvantran.com/notes/2026-07-29-encore-ai-series-a/https://stephenvantran.com/notes/2026-07-29-encore-ai-series-a/Wed, 29 Jul 2026 15:18:00 GMTExtropic lines up $75M for thermodynamic chipshttps://stephenvantran.com/notes/2026-07-29-extropic-chips-loi/https://stephenvantran.com/notes/2026-07-29-extropic-chips-loi/Thu, 30 Jul 2026 05:17:00 GMTFAR.AI finds a 245x safeguard-cost gaphttps://stephenvantran.com/notes/2026-07-29-far-ai-security-leaderboard/https://stephenvantran.com/notes/2026-07-29-far-ai-security-leaderboard/Thu, 30 Jul 2026 00:13:00 GMTGemini Spark becomes a 24/7 cloud agenthttps://stephenvantran.com/notes/2026-07-29-gemini-spark-australia/https://stephenvantran.com/notes/2026-07-29-gemini-spark-australia/Wed, 29 Jul 2026 17:21:00 GMTFCC blocks new foreign-made humanoid robotshttps://stephenvantran.com/notes/2026-07-29-fcc-foreign-robot-ban/https://stephenvantran.com/notes/2026-07-29-fcc-foreign-robot-ban/Wed, 29 Jul 2026 23:26:00 GMTGitHub gives Copilot admins 28 days on model defaultshttps://stephenvantran.com/notes/2026-07-29-github-copilot-model-defaults/https://stephenvantran.com/notes/2026-07-29-github-copilot-model-defaults/Thu, 30 Jul 2026 04:14:00 GMTGlobalFoundries lines up $300M for optical chipshttps://stephenvantran.com/notes/2026-07-29-globalfoundries-photonics-award/https://stephenvantran.com/notes/2026-07-29-globalfoundries-photonics-award/Wed, 29 Jul 2026 21:12:55 GMTCopilot review opens skills and MCP to four planshttps://stephenvantran.com/notes/2026-07-29-github-copilot-review-skills/https://stephenvantran.com/notes/2026-07-29-github-copilot-review-skills/Thu, 30 Jul 2026 04:16:00 GMTGPT-5.6 Sol scores 53.6 on Agents' Last Examhttps://stephenvantran.com/notes/2026-07-29-gpt-5-6-general-availability/https://stephenvantran.com/notes/2026-07-29-gpt-5-6-general-availability/Wed, 29 Jul 2026 20:12:00 GMTgroundcover raises $100M for AI observabilityhttps://stephenvantran.com/notes/2026-07-29-groundcover-series-c/https://stephenvantran.com/notes/2026-07-29-groundcover-series-c/Thu, 30 Jul 2026 02:31:00 GMTHenry AI raises $16.5M for property deal workhttps://stephenvantran.com/notes/2026-07-29-henry-ai-series-a/https://stephenvantran.com/notes/2026-07-29-henry-ai-series-a/Thu, 30 Jul 2026 01:16:00 GMTHush Security raises $30M for agent governancehttps://stephenvantran.com/notes/2026-07-29-hush-agent-governance-funding/https://stephenvantran.com/notes/2026-07-29-hush-agent-governance-funding/Wed, 29 Jul 2026 21:14:55 GMTIBM puts AI-enabled breach costs at $6Mhttps://stephenvantran.com/notes/2026-07-29-ibm-ai-enabled-breach-costs/https://stephenvantran.com/notes/2026-07-29-ibm-ai-enabled-breach-costs/Wed, 29 Jul 2026 18:16:00 GMTLiquid opens two 8K-context CPU encodershttps://stephenvantran.com/notes/2026-07-29-liquid-lfm25-encoders/https://stephenvantran.com/notes/2026-07-29-liquid-lfm25-encoders/Wed, 29 Jul 2026 16:31:00 GMTMeta's business agents reach 1M weekly businesseshttps://stephenvantran.com/notes/2026-07-29-meta-business-agents/https://stephenvantran.com/notes/2026-07-29-meta-business-agents/Thu, 30 Jul 2026 00:15:00 GMTMicrosoft books a $3.2B Anthropic gainhttps://stephenvantran.com/notes/2026-07-29-microsoft-anthropic-investment-gain/https://stephenvantran.com/notes/2026-07-29-microsoft-anthropic-investment-gain/Wed, 29 Jul 2026 23:22:00 GMTFrontier agents fail two open research trialshttps://stephenvantran.com/notes/2026-07-29-open-ended-ai-research-eval/https://stephenvantran.com/notes/2026-07-29-open-ended-ai-research-eval/Thu, 30 Jul 2026 06:19:00 GMTOpenAI offers 100,000 researchers free frontier AIhttps://stephenvantran.com/notes/2026-07-29-openai-academic-researchers/https://stephenvantran.com/notes/2026-07-29-openai-academic-researchers/Wed, 29 Jul 2026 20:10:00 GMTOpenAI agent reached four services beyond Hugging Facehttps://stephenvantran.com/notes/2026-07-29-openai-four-service-agent-breach/https://stephenvantran.com/notes/2026-07-29-openai-four-service-agent-breach/Wed, 29 Jul 2026 15:16:00 GMTOpenAI ships two transcription modelshttps://stephenvantran.com/notes/2026-07-29-openai-transcription-models/https://stephenvantran.com/notes/2026-07-29-openai-transcription-models/Wed, 29 Jul 2026 14:15:00 GMTPaducah lines up a $100B AI campushttps://stephenvantran.com/notes/2026-07-29-paducah-ai-campus/https://stephenvantran.com/notes/2026-07-29-paducah-ai-campus/Wed, 29 Jul 2026 21:10:55 GMTPangram raises $9M and ships a larger detectorhttps://stephenvantran.com/notes/2026-07-29-pangram-four-funding/https://stephenvantran.com/notes/2026-07-29-pangram-four-funding/Wed, 29 Jul 2026 16:34:00 GMTReplit Design draws on 600,000 app screenshttps://stephenvantran.com/notes/2026-07-29-replit-design/https://stephenvantran.com/notes/2026-07-29-replit-design/Thu, 30 Jul 2026 04:12:00 GMTPolar raises $5.7M for a knowledge-work browserhttps://stephenvantran.com/notes/2026-07-29-polar-ai-browser/https://stephenvantran.com/notes/2026-07-29-polar-ai-browser/Wed, 29 Jul 2026 17:18:00 GMTSamaya opens a 220-query finance-agent benchmarkhttps://stephenvantran.com/notes/2026-07-29-samaya-frontierfinance-benchmark/https://stephenvantran.com/notes/2026-07-29-samaya-frontierfinance-benchmark/Wed, 29 Jul 2026 18:17:00 GMTSK Telecom opens a 688B-parameter Korean modelhttps://stephenvantran.com/notes/2026-07-29-sk-telecom-ax-k2/https://stephenvantran.com/notes/2026-07-29-sk-telecom-ax-k2/Wed, 29 Jul 2026 16:28:00 GMTSopra Steria lifts growth target as agentic AI landshttps://stephenvantran.com/notes/2026-07-29-sopra-steria-ai-demand/https://stephenvantran.com/notes/2026-07-29-sopra-steria-ai-demand/Thu, 30 Jul 2026 03:26:00 GMTSpur raises $200M as bots pass human traffichttps://stephenvantran.com/notes/2026-07-29-spur-bot-detection-investment/https://stephenvantran.com/notes/2026-07-29-spur-bot-detection-investment/Wed, 29 Jul 2026 15:17:00 GMTTether opens a 460M-parameter edge vision modelhttps://stephenvantran.com/notes/2026-07-29-tether-visionpsy-nano/https://stephenvantran.com/notes/2026-07-29-tether-visionpsy-nano/Wed, 29 Jul 2026 14:16:00 GMTUNIT AI raises $12M for warehouse automationhttps://stephenvantran.com/notes/2026-07-29-unit-ai-funding/https://stephenvantran.com/notes/2026-07-29-unit-ai-funding/Thu, 30 Jul 2026 02:34:00 GMTThreatLocker raises $190M for agent securityhttps://stephenvantran.com/notes/2026-07-29-threatlocker-series-f/https://stephenvantran.com/notes/2026-07-29-threatlocker-series-f/Thu, 30 Jul 2026 01:15:00 GMTMinnesota puts $500K behind its AI image banhttps://stephenvantran.com/notes/2026-07-29-xai-minnesota-nudification-law/https://stephenvantran.com/notes/2026-07-29-xai-minnesota-nudification-law/Thu, 30 Jul 2026 00:17:00 GMTWhite House puts AI-biology risk under reviewhttps://stephenvantran.com/notes/2026-07-30-ai-bioscience-policy/https://stephenvantran.com/notes/2026-07-30-ai-bioscience-policy/Thu, 30 Jul 2026 09:24:00 GMTAmazon's AI and chip units each clear $25Bhttps://stephenvantran.com/notes/2026-07-30-amazon-ai-chip-run-rate/https://stephenvantran.com/notes/2026-07-30-amazon-ai-chip-run-rate/Fri, 31 Jul 2026 00:20:00 GMTJudge says Anthropic ban still lacks evidencehttps://stephenvantran.com/notes/2026-07-30-anthropic-ban-hearing/https://stephenvantran.com/notes/2026-07-30-anthropic-ban-hearing/Thu, 30 Jul 2026 21:18:00 GMTApple links heavier AI use to iCloud upgradeshttps://stephenvantran.com/notes/2026-07-30-apple-icloud-ai-upgrades/https://stephenvantran.com/notes/2026-07-30-apple-icloud-ai-upgrades/Fri, 31 Jul 2026 03:18:00 GMTClaude reached 3 real systems during cyber evalshttps://stephenvantran.com/notes/2026-07-30-anthropic-cyber-eval-incidents/https://stephenvantran.com/notes/2026-07-30-anthropic-cyber-eval-incidents/Fri, 31 Jul 2026 00:21:00 GMTAssured raises $19M for healthcare agentshttps://stephenvantran.com/notes/2026-07-30-assured-healthcare-agents-series-a/https://stephenvantran.com/notes/2026-07-30-assured-healthcare-agents-series-a/Fri, 31 Jul 2026 06:19:00 GMTBot detectors mistake 39.1% of agents for humanshttps://stephenvantran.com/notes/2026-07-30-browser-agent-detection/https://stephenvantran.com/notes/2026-07-30-browser-agent-detection/Thu, 30 Jul 2026 07:25:00 GMTCantina adds $8M to close vulnerability backlogshttps://stephenvantran.com/notes/2026-07-30-cantina-security-fixes/https://stephenvantran.com/notes/2026-07-30-cantina-security-fixes/Thu, 30 Jul 2026 16:14:04 GMTChrome AI fixes 1,072 bugs in two releaseshttps://stephenvantran.com/notes/2026-07-30-chrome-ai-security-fixes/https://stephenvantran.com/notes/2026-07-30-chrome-ai-security-fixes/Thu, 30 Jul 2026 21:14:00 GMTDataBahn raises $40M for an AI data control planehttps://stephenvantran.com/notes/2026-07-30-databahn-series-b/https://stephenvantran.com/notes/2026-07-30-databahn-series-b/Thu, 30 Jul 2026 16:10:04 GMTDeepHealth clears FDA review for ultrasound AIhttps://stephenvantran.com/notes/2026-07-30-deephealth-ultrasound-fda/https://stephenvantran.com/notes/2026-07-30-deephealth-ultrasound-fda/Fri, 31 Jul 2026 06:18:00 GMTDeep Agents v0.7 cuts base tokens 65%https://stephenvantran.com/notes/2026-07-30-deep-agents-v07/https://stephenvantran.com/notes/2026-07-30-deep-agents-v07/Thu, 30 Jul 2026 18:24:00 GMTDili raises $15M for infrastructure compliancehttps://stephenvantran.com/notes/2026-07-30-dili-infrastructure-compliance/https://stephenvantran.com/notes/2026-07-30-dili-infrastructure-compliance/Thu, 30 Jul 2026 15:17:00 GMTEU opens €10B race for seven AI gigafactorieshttps://stephenvantran.com/notes/2026-07-30-eu-ai-gigafactories-call/https://stephenvantran.com/notes/2026-07-30-eu-ai-gigafactories-call/Thu, 30 Jul 2026 11:21:00 GMTElite AI field engineers number just 2,000 in the UShttps://stephenvantran.com/notes/2026-07-30-forward-deployed-engineer-scarcity/https://stephenvantran.com/notes/2026-07-30-forward-deployed-engineer-scarcity/Thu, 30 Jul 2026 15:14:00 GMTFreehand raises $75M for supply-chain agentshttps://stephenvantran.com/notes/2026-07-30-freehand-seed-round/https://stephenvantran.com/notes/2026-07-30-freehand-seed-round/Thu, 30 Jul 2026 20:19:48 GMTFriend doubles its talking pendant to $249https://stephenvantran.com/notes/2026-07-30-friend-pendant-relaunch/https://stephenvantran.com/notes/2026-07-30-friend-pendant-relaunch/Thu, 30 Jul 2026 18:22:00 GMTGemini Robotics ER 2 hits 91.3% timing accuracyhttps://stephenvantran.com/notes/2026-07-30-gemini-robotics-er-2/https://stephenvantran.com/notes/2026-07-30-gemini-robotics-er-2/Thu, 30 Jul 2026 17:16:00 GMTAWS brings three Gemma 4 models to GovCloudhttps://stephenvantran.com/notes/2026-07-30-gemma4-aws-govcloud/https://stephenvantran.com/notes/2026-07-30-gemma4-aws-govcloud/Fri, 31 Jul 2026 04:14:00 GMTGitHub Models shuts down after 29 days' noticehttps://stephenvantran.com/notes/2026-07-30-github-models-retirement/https://stephenvantran.com/notes/2026-07-30-github-models-retirement/Thu, 30 Jul 2026 17:18:00 GMTGitHub opens stacked PRs to coding agentshttps://stephenvantran.com/notes/2026-07-30-github-stacked-pull-requests/https://stephenvantran.com/notes/2026-07-30-github-stacked-pull-requests/Fri, 31 Jul 2026 04:12:00 GMTGrok Voice reaches first audio in 0.70 secondshttps://stephenvantran.com/notes/2026-07-30-grok-voice-think-fast-2/https://stephenvantran.com/notes/2026-07-30-grok-voice-think-fast-2/Thu, 30 Jul 2026 11:18:00 GMTInferScale cuts memory-agent latency up to 79%https://stephenvantran.com/notes/2026-07-30-inferscale-memory-latency/https://stephenvantran.com/notes/2026-07-30-inferscale-memory-latency/Thu, 30 Jul 2026 08:16:00 GMTIntropy raises $11M for spare-parts AIhttps://stephenvantran.com/notes/2026-07-30-intropy-spare-parts-seed/https://stephenvantran.com/notes/2026-07-30-intropy-spare-parts-seed/Thu, 30 Jul 2026 16:12:04 GMTLinkedIn lets users report AI slophttps://stephenvantran.com/notes/2026-07-30-linkedin-ai-slop-reports/https://stephenvantran.com/notes/2026-07-30-linkedin-ai-slop-reports/Thu, 30 Jul 2026 23:18:00 GMTMarquee raises $6.5M for sports decision AIhttps://stephenvantran.com/notes/2026-07-30-marquee-sports-decision-ai/https://stephenvantran.com/notes/2026-07-30-marquee-sports-decision-ai/Fri, 31 Jul 2026 06:20:00 GMTLightOn trains 307M retrievers on 2.8B pairshttps://stephenvantran.com/notes/2026-07-30-lighton-multilingual-retrievers/https://stephenvantran.com/notes/2026-07-30-lighton-multilingual-retrievers/Fri, 31 Jul 2026 02:24:00 GMTAgent memory poison persists in 84.2% of caseshttps://stephenvantran.com/notes/2026-07-30-memsecbench-memory-poisoning/https://stephenvantran.com/notes/2026-07-30-memsecbench-memory-poisoning/Thu, 30 Jul 2026 07:23:00 GMTMicrosoft folds four Copilots into one apphttps://stephenvantran.com/notes/2026-07-30-microsoft-copilot-super-app/https://stephenvantran.com/notes/2026-07-30-microsoft-copilot-super-app/Thu, 30 Jul 2026 09:26:00 GMTMinIO puts agent memory in one governed systemhttps://stephenvantran.com/notes/2026-07-30-minio-aistor-memory/https://stephenvantran.com/notes/2026-07-30-minio-aistor-memory/Thu, 30 Jul 2026 09:22:00 GMTNscale buys Anyscale and its 200-person teamhttps://stephenvantran.com/notes/2026-07-30-nscale-anyscale-acquisition/https://stephenvantran.com/notes/2026-07-30-nscale-anyscale-acquisition/Thu, 30 Jul 2026 14:13:00 GMTOffice agents face 100 economically grounded taskshttps://stephenvantran.com/notes/2026-07-30-omegause-officeval/https://stephenvantran.com/notes/2026-07-30-omegause-officeval/Thu, 30 Jul 2026 07:24:00 GMTOnyx raises $113M to govern enterprise AI agentshttps://stephenvantran.com/notes/2026-07-30-onyx-security-series-b/https://stephenvantran.com/notes/2026-07-30-onyx-security-series-b/Fri, 31 Jul 2026 05:15:00 GMTOpenAI cuts GPT-5.6 Luna pricing 80%https://stephenvantran.com/notes/2026-07-30-openai-gpt56-price-cut/https://stephenvantran.com/notes/2026-07-30-openai-gpt56-price-cut/Fri, 31 Jul 2026 00:19:00 GMTMoonPay gives AI agents bounded payment vaultshttps://stephenvantran.com/notes/2026-07-30-moonpay-paybox/https://stephenvantran.com/notes/2026-07-30-moonpay-paybox/Thu, 30 Jul 2026 22:17:00 GMTOpenAI Presence resolves 75% of support issueshttps://stephenvantran.com/notes/2026-07-30-openai-presence-support-agents/https://stephenvantran.com/notes/2026-07-30-openai-presence-support-agents/Thu, 30 Jul 2026 15:20:00 GMTTwo harness settings triple OpenAI's ARC scorehttps://stephenvantran.com/notes/2026-07-30-openai-arc-agi-harness/https://stephenvantran.com/notes/2026-07-30-openai-arc-agi-harness/Thu, 30 Jul 2026 10:25:00 GMTPerceptron raises $6.5M around an 807,000-node meshhttps://stephenvantran.com/notes/2026-07-30-perceptron-data-network-round/https://stephenvantran.com/notes/2026-07-30-perceptron-data-network-round/Thu, 30 Jul 2026 14:15:00 GMTPolyAI puts voice-agent latency under 300mshttps://stephenvantran.com/notes/2026-07-30-polyai-dialog-rsn-1/https://stephenvantran.com/notes/2026-07-30-polyai-dialog-rsn-1/Thu, 30 Jul 2026 18:26:00 GMTOkta moves to buy Permiso for nearly $200Mhttps://stephenvantran.com/notes/2026-07-30-okta-permiso-acquisition/https://stephenvantran.com/notes/2026-07-30-okta-permiso-acquisition/Thu, 30 Jul 2026 17:17:00 GMTReddit grows 61% as AI search referrals turn choppyhttps://stephenvantran.com/notes/2026-07-30-reddit-ai-search-referrals/https://stephenvantran.com/notes/2026-07-30-reddit-ai-search-referrals/Fri, 31 Jul 2026 04:16:00 GMTProcore pays $845M to give construction AI eyeshttps://stephenvantran.com/notes/2026-07-30-procore-dronedeploy-acquisition/https://stephenvantran.com/notes/2026-07-30-procore-dronedeploy-acquisition/Thu, 30 Jul 2026 14:14:00 GMTCoding agents ignore every tested contribution banhttps://stephenvantran.com/notes/2026-07-30-repocompliancebench-ai-bans/https://stephenvantran.com/notes/2026-07-30-repocompliancebench-ai-bans/Thu, 30 Jul 2026 08:20:00 GMTSamsung chips post a 19-fold AI profit jumphttps://stephenvantran.com/notes/2026-07-30-samsung-ai-memory-profit/https://stephenvantran.com/notes/2026-07-30-samsung-ai-memory-profit/Thu, 30 Jul 2026 10:23:00 GMTSciFigQual-Bench scores 6,308 scientific imageshttps://stephenvantran.com/notes/2026-07-30-scifigqual-bench/https://stephenvantran.com/notes/2026-07-30-scifigqual-bench/Thu, 30 Jul 2026 13:17:00 GMTSimile raises $200M to simulate consumershttps://stephenvantran.com/notes/2026-07-30-simile-series-b/https://stephenvantran.com/notes/2026-07-30-simile-series-b/Thu, 30 Jul 2026 19:10:00 GMTAI hedge fund unwinds after 78% fallhttps://stephenvantran.com/notes/2026-07-30-situational-awareness-unwind/https://stephenvantran.com/notes/2026-07-30-situational-awareness-unwind/Thu, 30 Jul 2026 23:21:00 GMTSK hynix turns its HBM4 promise into shipmentshttps://stephenvantran.com/notes/2026-07-30-sk-hynix-hbm4-verdict/https://stephenvantran.com/notes/2026-07-30-sk-hynix-hbm4-verdict/Thu, 30 Jul 2026 12:24:00 GMTSmallest.ai raises $13M for asynchronous voice AIhttps://stephenvantran.com/notes/2026-07-30-smallest-ai-series-a/https://stephenvantran.com/notes/2026-07-30-smallest-ai-series-a/Fri, 31 Jul 2026 05:17:00 GMTSpec-first coding agents gain up to 21.3%https://stephenvantran.com/notes/2026-07-30-specfirst-coding-agents/https://stephenvantran.com/notes/2026-07-30-specfirst-coding-agents/Thu, 30 Jul 2026 08:18:00 GMTTwenty-seven states enacted 84 AI laws in six monthshttps://stephenvantran.com/notes/2026-07-30-state-ai-laws-midyear/https://stephenvantran.com/notes/2026-07-30-state-ai-laws-midyear/Fri, 31 Jul 2026 05:19:00 GMTInkling-Small activates 12B of 276B parametershttps://stephenvantran.com/notes/2026-07-30-thinking-machines-inkling-small/https://stephenvantran.com/notes/2026-07-30-thinking-machines-inkling-small/Fri, 31 Jul 2026 02:22:00 GMTVS Code ships five releases for parallel agentshttps://stephenvantran.com/notes/2026-07-30-vscode-parallel-agents/https://stephenvantran.com/notes/2026-07-30-vscode-parallel-agents/Thu, 30 Jul 2026 21:16:00 GMTWaymo returns to freeways after 13 failureshttps://stephenvantran.com/notes/2026-07-30-waymo-freeway-restart/https://stephenvantran.com/notes/2026-07-30-waymo-freeway-restart/Thu, 30 Jul 2026 10:27:00 GMTWaymo gives Gemini three screens in Ojaihttps://stephenvantran.com/notes/2026-07-30-waymo-gemini-ojai/https://stephenvantran.com/notes/2026-07-30-waymo-gemini-ojai/Thu, 30 Jul 2026 12:25:00 GMTXsight Labs raises $300M for AI networkinghttps://stephenvantran.com/notes/2026-07-30-xsight-labs-series-d/https://stephenvantran.com/notes/2026-07-30-xsight-labs-series-d/Thu, 30 Jul 2026 22:15:00 GMTPrompt audit finds user-hostile rules in 40% of AI appshttps://stephenvantran.com/notes/2026-07-31-aispa-system-prompt-audit/https://stephenvantran.com/notes/2026-07-31-aispa-system-prompt-audit/Fri, 31 Jul 2026 09:21:00 GMTAnthropic campus seeks a $15B Google backstophttps://stephenvantran.com/notes/2026-07-31-anthropic-nexus-data-center-financing/https://stephenvantran.com/notes/2026-07-31-anthropic-nexus-data-center-financing/Fri, 31 Jul 2026 12:32:00 GMTAskChem indexes 2.4M claims from 147K papershttps://stephenvantran.com/notes/2026-07-31-askchem-claim-index/https://stephenvantran.com/notes/2026-07-31-askchem-claim-index/Fri, 31 Jul 2026 10:22:00 GMTAZIO commits $2.4M to wire a 500MW AI campushttps://stephenvantran.com/notes/2026-07-31-azio-att-fiber-campus/https://stephenvantran.com/notes/2026-07-31-azio-att-fiber-campus/Fri, 31 Jul 2026 15:17:00 GMTBigBear grows 13% as Ask Sage drives saleshttps://stephenvantran.com/notes/2026-07-31-bigbear-ask-sage-growth/https://stephenvantran.com/notes/2026-07-31-bigbear-ask-sage-growth/Fri, 31 Jul 2026 07:19:00 GMTChange2Task verifies 79.6% of 1,130 agent taskshttps://stephenvantran.com/notes/2026-07-31-change2task-agent-data/https://stephenvantran.com/notes/2026-07-31-change2task-agent-data/Fri, 31 Jul 2026 10:24:00 GMTFile formats cut LLM workflow accuracy 53.63%https://stephenvantran.com/notes/2026-07-31-document-format-workflow-drift/https://stephenvantran.com/notes/2026-07-31-document-format-workflow-drift/Fri, 31 Jul 2026 21:22:00 GMTEllis raises $10M for private-credit agentshttps://stephenvantran.com/notes/2026-07-31-ellis-private-credit-agents/https://stephenvantran.com/notes/2026-07-31-ellis-private-credit-agents/Fri, 31 Jul 2026 20:29:00 GMTDeepSeek V4 Flash lifts agent scores 13 pointshttps://stephenvantran.com/notes/2026-07-31-deepseek-v4-flash-0731/https://stephenvantran.com/notes/2026-07-31-deepseek-v4-flash-0731/Fri, 31 Jul 2026 14:17:00 GMTReflection wins none of 36 equal-cost testshttps://stephenvantran.com/notes/2026-07-31-equal-cost-reflection-test/https://stephenvantran.com/notes/2026-07-31-equal-cost-reflection-test/Sat, 01 Aug 2026 06:22:00 GMTEU starts AI transparency enforcement August 2https://stephenvantran.com/notes/2026-07-31-eu-ai-act-transparency-enforcement/https://stephenvantran.com/notes/2026-07-31-eu-ai-act-transparency-enforcement/Sat, 01 Aug 2026 02:20:00 GMTExpedia buys Layla after $1B in trips plannedhttps://stephenvantran.com/notes/2026-07-31-expedia-layla-acquisition/https://stephenvantran.com/notes/2026-07-31-expedia-layla-acquisition/Sat, 01 Aug 2026 03:24:00 GMTGetHookd opens 65M ads to AI agentshttps://stephenvantran.com/notes/2026-07-31-gethookd-mcp-ad-research/https://stephenvantran.com/notes/2026-07-31-gethookd-mcp-ad-research/Sat, 01 Aug 2026 03:26:00 GMTGitHub gives remote Copilot three device modeshttps://stephenvantran.com/notes/2026-07-31-github-copilot-remote-control-policy/https://stephenvantran.com/notes/2026-07-31-github-copilot-remote-control-policy/Fri, 31 Jul 2026 19:14:00 GMTGitHub retires two Gemini models from Copilothttps://stephenvantran.com/notes/2026-07-31-github-gemini-model-retirements/https://stephenvantran.com/notes/2026-07-31-github-gemini-model-retirements/Fri, 31 Jul 2026 22:31:00 GMTGoogle opens 20+ production agent metricshttps://stephenvantran.com/notes/2026-07-31-google-agent-evaluations/https://stephenvantran.com/notes/2026-07-31-google-agent-evaluations/Sat, 01 Aug 2026 02:19:00 GMTGoogle pulls Earth AI editor after one dayhttps://stephenvantran.com/notes/2026-07-31-google-earth-ai-editor-rollback/https://stephenvantran.com/notes/2026-07-31-google-earth-ai-editor-rollback/Fri, 31 Jul 2026 19:10:00 GMTGoogle scans agent containers for two critical riskshttps://stephenvantran.com/notes/2026-07-31-google-agent-vulnerability-scan/https://stephenvantran.com/notes/2026-07-31-google-agent-vulnerability-scan/Sat, 01 Aug 2026 05:22:00 GMTGitHub gives teams three Copilot model stateshttps://stephenvantran.com/notes/2026-07-31-github-team-model-policies/https://stephenvantran.com/notes/2026-07-31-github-team-model-policies/Fri, 31 Jul 2026 20:25:00 GMTIFPI takes AI-song rules to 20+ chartshttps://stephenvantran.com/notes/2026-07-31-ifpi-ai-music-chart-rules/https://stephenvantran.com/notes/2026-07-31-ifpi-ai-music-chart-rules/Fri, 31 Jul 2026 17:23:00 GMTLG opens a 750B-parameter Korean modelhttps://stephenvantran.com/notes/2026-07-31-k-exaone-2/https://stephenvantran.com/notes/2026-07-31-k-exaone-2/Fri, 31 Jul 2026 14:15:00 GMTClinical audit misses all 48 proxy failureshttps://stephenvantran.com/notes/2026-07-31-kaisen-clinical-audit/https://stephenvantran.com/notes/2026-07-31-kaisen-clinical-audit/Sat, 01 Aug 2026 06:24:00 GMTLLM merge solvers reach 59% on Java conflictshttps://stephenvantran.com/notes/2026-07-31-llm-java-merge-conflicts/https://stephenvantran.com/notes/2026-07-31-llm-java-merge-conflicts/Fri, 31 Jul 2026 21:24:00 GMTKernel agents lose 62 points off Nvidiahttps://stephenvantran.com/notes/2026-07-31-kernelgenbench-portability/https://stephenvantran.com/notes/2026-07-31-kernelgenbench-portability/Fri, 31 Jul 2026 23:23:00 GMTManifest retires its router after 7,000 usershttps://stephenvantran.com/notes/2026-07-31-manifest-llm-router-retirement/https://stephenvantran.com/notes/2026-07-31-manifest-llm-router-retirement/Sat, 01 Aug 2026 00:20:00 GMTMediaTek sets a $5B budget for AI chipshttps://stephenvantran.com/notes/2026-07-31-mediatek-ai-chip-financing/https://stephenvantran.com/notes/2026-07-31-mediatek-ai-chip-financing/Sat, 01 Aug 2026 04:19:00 GMTMilvus 3 cuts vector point-read I/O 135xhttps://stephenvantran.com/notes/2026-07-31-milvus-3-lake-native/https://stephenvantran.com/notes/2026-07-31-milvus-3-lake-native/Sat, 01 Aug 2026 05:24:00 GMTMiniMax H3 generates 15-second 2K videohttps://stephenvantran.com/notes/2026-07-31-minimax-h3-omnimodal-video/https://stephenvantran.com/notes/2026-07-31-minimax-h3-omnimodal-video/Fri, 31 Jul 2026 11:16:00 GMTSafety merge cuts harm recognition to 12.9%https://stephenvantran.com/notes/2026-07-31-model-merge-safety-collapse/https://stephenvantran.com/notes/2026-07-31-model-merge-safety-collapse/Fri, 31 Jul 2026 23:25:00 GMTMontage puts CXL 3.2 memory links into trial productionhttps://stephenvantran.com/notes/2026-07-31-montage-cxl32-memory-chip/https://stephenvantran.com/notes/2026-07-31-montage-cxl32-memory-chip/Fri, 31 Jul 2026 09:19:00 GMTOpenAI crosses 1B weekly usershttps://stephenvantran.com/notes/2026-07-31-openai-billion-users/https://stephenvantran.com/notes/2026-07-31-openai-billion-users/Sat, 01 Aug 2026 02:18:00 GMTOpenAI disrupts scam network targeting hundredshttps://stephenvantran.com/notes/2026-07-31-openai-cambodia-scam-network/https://stephenvantran.com/notes/2026-07-31-openai-cambodia-scam-network/Sat, 01 Aug 2026 00:19:00 GMTOpenMLE lifts an AI engineering score to 71.21%https://stephenvantran.com/notes/2026-07-31-openmle-ai-engineering-loop/https://stephenvantran.com/notes/2026-07-31-openmle-ai-engineering-loop/Sat, 01 Aug 2026 06:23:00 GMTOracle aims Gemini at 44,000 NetSuite customershttps://stephenvantran.com/notes/2026-07-31-oracle-gemini-enterprise-apps/https://stephenvantran.com/notes/2026-07-31-oracle-gemini-enterprise-apps/Fri, 31 Jul 2026 07:17:00 GMTOSReward finds agent judges lean toward false successhttps://stephenvantran.com/notes/2026-07-31-osreward-agent-judge-leniency/https://stephenvantran.com/notes/2026-07-31-osreward-agent-judge-leniency/Fri, 31 Jul 2026 09:23:00 GMTORCA-bench caps on-call agents at 25.3%https://stephenvantran.com/notes/2026-07-31-orca-bench-oncall-agents/https://stephenvantran.com/notes/2026-07-31-orca-bench-oncall-agents/Fri, 31 Jul 2026 10:26:00 GMTParlance brings AI-briefed transfers to 400 health systemshttps://stephenvantran.com/notes/2026-07-31-parlance-ai-briefed-transfers/https://stephenvantran.com/notes/2026-07-31-parlance-ai-briefed-transfers/Fri, 31 Jul 2026 15:19:00 GMTStateful assistants stay below 70% completionhttps://stephenvantran.com/notes/2026-07-31-pause-stateful-assistants/https://stephenvantran.com/notes/2026-07-31-pause-stateful-assistants/Fri, 31 Jul 2026 23:27:00 GMTRevolut bundles ChatGPT Go for 75M customershttps://stephenvantran.com/notes/2026-07-31-revolut-chatgpt-go-bundle/https://stephenvantran.com/notes/2026-07-31-revolut-chatgpt-go-bundle/Fri, 31 Jul 2026 13:22:00 GMTRLPF lifts runnable code from 11.1% to 54.6%https://stephenvantran.com/notes/2026-07-31-rlpf-code-efficiency/https://stephenvantran.com/notes/2026-07-31-rlpf-code-efficiency/Fri, 31 Jul 2026 14:19:00 GMTRole confusion makes prompt injection a 61% problemhttps://stephenvantran.com/notes/2026-07-31-role-confusion-prompt-injection/https://stephenvantran.com/notes/2026-07-31-role-confusion-prompt-injection/Fri, 31 Jul 2026 08:17:00 GMTSamsung sees memory tightness lasting into 2028https://stephenvantran.com/notes/2026-07-31-samsung-memory-shortage/https://stephenvantran.com/notes/2026-07-31-samsung-memory-shortage/Fri, 31 Jul 2026 20:27:00 GMTAI scammers win 46% compliance in blinded trialhttps://stephenvantran.com/notes/2026-07-31-romance-scam-trust-study/https://stephenvantran.com/notes/2026-07-31-romance-scam-trust-study/Fri, 31 Jul 2026 17:25:00 GMTSmall-business AI use reaches 61% in borrower surveyhttps://stephenvantran.com/notes/2026-07-31-small-business-ai-adoption/https://stephenvantran.com/notes/2026-07-31-small-business-ai-adoption/Fri, 31 Jul 2026 15:21:00 GMTGerman court bars Suno imitations of nine songshttps://stephenvantran.com/notes/2026-07-31-suno-gema-copyright-ruling/https://stephenvantran.com/notes/2026-07-31-suno-gema-copyright-ruling/Fri, 31 Jul 2026 22:27:00 GMTSnap blocks fully AI-made Spotlight videoshttps://stephenvantran.com/notes/2026-07-31-snap-spotlight-ai-content/https://stephenvantran.com/notes/2026-07-31-snap-spotlight-ai-content/Fri, 31 Jul 2026 19:12:00 GMTSWE-bench audit flags 13.6% misalignmenthttps://stephenvantran.com/notes/2026-07-31-swe-bench-pr-issue-misalignment/https://stephenvantran.com/notes/2026-07-31-swe-bench-pr-issue-misalignment/Fri, 31 Jul 2026 21:20:00 GMTThomson's legal model leads GPT-5.5 by 1.9 pointshttps://stephenvantran.com/notes/2026-07-31-thomson-legal-model/https://stephenvantran.com/notes/2026-07-31-thomson-legal-model/Fri, 31 Jul 2026 22:29:00 GMTTricentis buys Tabnine for its context enginehttps://stephenvantran.com/notes/2026-07-31-tricentis-tabnine-acquisition/https://stephenvantran.com/notes/2026-07-31-tricentis-tabnine-acquisition/Sat, 01 Aug 2026 03:25:00 GMTUnitree opens a 40.45M-share robotics IPOhttps://stephenvantran.com/notes/2026-07-31-unitree-star-market-ipo/https://stephenvantran.com/notes/2026-07-31-unitree-star-market-ipo/Fri, 31 Jul 2026 13:20:00 GMTSpaceXAI gives 69 turbines another yearhttps://stephenvantran.com/notes/2026-07-31-spacexai-turbine-removal/https://stephenvantran.com/notes/2026-07-31-spacexai-turbine-removal/Fri, 31 Jul 2026 17:21:00 GMTSnowflake scores AI readiness across 43,000 tableshttps://stephenvantran.com/notes/2026-07-31-snowflake-ai-readiness-score/https://stephenvantran.com/notes/2026-07-31-snowflake-ai-readiness-score/Sat, 01 Aug 2026 00:21:00 GMTZoox wins a 5,000-vehicle robotaxi exemptionhttps://stephenvantran.com/notes/2026-07-31-zoox-commercial-exemption/https://stephenvantran.com/notes/2026-07-31-zoox-commercial-exemption/Fri, 31 Jul 2026 07:15:00 GMTZyntent matches commerce intent in under 50mshttps://stephenvantran.com/notes/2026-07-31-zyntent-intent-monetization/https://stephenvantran.com/notes/2026-07-31-zyntent-intent-monetization/Fri, 31 Jul 2026 18:20:00 GMTACE-Data-0 records 75,000 embodied episodeshttps://stephenvantran.com/notes/2026-08-01-ace-data-0/https://stephenvantran.com/notes/2026-08-01-ace-data-0/Sat, 01 Aug 2026 10:23:00 GMTBeacon lifts visual reasoning 5.9 pointshttps://stephenvantran.com/notes/2026-08-01-beacon-visual-tool-routing/https://stephenvantran.com/notes/2026-08-01-beacon-visual-tool-routing/Sat, 01 Aug 2026 10:21:00 GMTBN-VN3S benchmarks 946,696 Vietnamese articleshttps://stephenvantran.com/notes/2026-08-01-bn-vn3s-vietnamese-news/https://stephenvantran.com/notes/2026-08-01-bn-vn3s-vietnamese-news/Sun, 02 Aug 2026 05:12:00 GMTBridgeMIL lifts EEG diagnosis 4.28 pointshttps://stephenvantran.com/notes/2026-08-01-bridgemil-eeg-diagnosis/https://stephenvantran.com/notes/2026-08-01-bridgemil-eeg-diagnosis/Sat, 01 Aug 2026 18:24:00 GMTChimera cuts video-model compute 7.3xhttps://stephenvantran.com/notes/2026-08-01-chimera-video-efficiency/https://stephenvantran.com/notes/2026-08-01-chimera-video-efficiency/Sat, 01 Aug 2026 07:21:00 GMTAgent benchmarks mis-score 15.3% of failureshttps://stephenvantran.com/notes/2026-08-01-computer-use-benchmark-misscoring/https://stephenvantran.com/notes/2026-08-01-computer-use-benchmark-misscoring/Sat, 01 Aug 2026 11:30:00 GMTDataFlow-Harness cuts pipeline-agent cost 72.5%https://stephenvantran.com/notes/2026-08-01-dataflow-harness-pipeline-cost/https://stephenvantran.com/notes/2026-08-01-dataflow-harness-pipeline-cost/Sat, 01 Aug 2026 23:27:00 GMTEchoverse lifts a 9B computer agent 30.6 pointshttps://stephenvantran.com/notes/2026-08-01-echoverse-environment-depth/https://stephenvantran.com/notes/2026-08-01-echoverse-environment-depth/Sat, 01 Aug 2026 12:19:00 GMTFTC AI accuracy docket draws 358 commentshttps://stephenvantran.com/notes/2026-08-01-ftc-ai-accuracy-comments/https://stephenvantran.com/notes/2026-08-01-ftc-ai-accuracy-comments/Sun, 02 Aug 2026 04:24:00 GMTGoogle folds 800,000 app signups into Geminihttps://stephenvantran.com/notes/2026-08-01-google-ai-studio-mobile-app/https://stephenvantran.com/notes/2026-08-01-google-ai-studio-mobile-app/Sat, 01 Aug 2026 22:20:00 GMTGoogle models a AU$240B Australian AI dividendhttps://stephenvantran.com/notes/2026-08-01-google-australia-ai-dividend/https://stephenvantran.com/notes/2026-08-01-google-australia-ai-dividend/Sat, 01 Aug 2026 08:28:00 GMTHank Green cuts output after ChatGPT backlashhttps://stephenvantran.com/notes/2026-08-01-hank-green-chatgpt-workflow/https://stephenvantran.com/notes/2026-08-01-hank-green-chatgpt-workflow/Sat, 01 Aug 2026 20:18:00 GMTIndia app revenue hits $345M as AI subscriptions risehttps://stephenvantran.com/notes/2026-08-01-india-ai-app-spending/https://stephenvantran.com/notes/2026-08-01-india-ai-app-spending/Sat, 01 Aug 2026 18:20:00 GMTHXS cuts Phi-4 serving energy 50.5%https://stephenvantran.com/notes/2026-08-01-hxs-serving-efficiency/https://stephenvantran.com/notes/2026-08-01-hxs-serving-efficiency/Sun, 02 Aug 2026 02:19:00 GMTHermes joins Buzz through three agent pathshttps://stephenvantran.com/notes/2026-08-01-hermes-buzz-integration/https://stephenvantran.com/notes/2026-08-01-hermes-buzz-integration/Sat, 01 Aug 2026 17:18:00 GMTIonQ closes its $1.8B SkyWater acquisitionhttps://stephenvantran.com/notes/2026-08-01-ionq-skywater-acquisition/https://stephenvantran.com/notes/2026-08-01-ionq-skywater-acquisition/Sat, 01 Aug 2026 09:26:00 GMTllama.cpp restores reasoning across chat turnshttps://stephenvantran.com/notes/2026-08-01-llama-cpp-reasoning-history/https://stephenvantran.com/notes/2026-08-01-llama-cpp-reasoning-history/Sat, 01 Aug 2026 19:19:00 GMTMANTA lifts multi-agent scores 5.8 pointshttps://stephenvantran.com/notes/2026-08-01-manta-agent-topology/https://stephenvantran.com/notes/2026-08-01-manta-agent-topology/Sat, 01 Aug 2026 08:32:00 GMTMLPerf puts edge agents in 16.5GB of VRAMhttps://stephenvantran.com/notes/2026-08-01-mlperf-edge-agentic-benchmark/https://stephenvantran.com/notes/2026-08-01-mlperf-edge-agentic-benchmark/Sun, 02 Aug 2026 04:23:00 GMTLobeHub closes sub-agent tool scopehttps://stephenvantran.com/notes/2026-08-01-lobehub-scoped-tool-grants/https://stephenvantran.com/notes/2026-08-01-lobehub-scoped-tool-grants/Sun, 02 Aug 2026 00:16:00 GMTNucleosome dataset opens 1.52M DNA exampleshttps://stephenvantran.com/notes/2026-08-01-nucleosome-occupancy-dataset/https://stephenvantran.com/notes/2026-08-01-nucleosome-occupancy-dataset/Sun, 02 Aug 2026 05:14:00 GMTOctobench finds a five-task harness swinghttps://stephenvantran.com/notes/2026-08-01-octobench-harness-swing/https://stephenvantran.com/notes/2026-08-01-octobench-harness-swing/Sun, 02 Aug 2026 03:18:00 GMTPipecat 1.7 meters every STT audio secondhttps://stephenvantran.com/notes/2026-08-01-pipecat-voice-metrics/https://stephenvantran.com/notes/2026-08-01-pipecat-voice-metrics/Sun, 02 Aug 2026 01:20:00 GMTOpenAI's Astra claims ten long-open math resultshttps://stephenvantran.com/notes/2026-08-01-openai-astra-math-results/https://stephenvantran.com/notes/2026-08-01-openai-astra-math-results/Sat, 01 Aug 2026 14:20:00 GMTOpenAI finds more agents escaped containmenthttps://stephenvantran.com/notes/2026-08-01-openai-agent-containment/https://stephenvantran.com/notes/2026-08-01-openai-agent-containment/Sat, 01 Aug 2026 17:20:00 GMTQuantWAMs cuts robot-model memory to 29%https://stephenvantran.com/notes/2026-08-01-quantwams-robot-memory/https://stephenvantran.com/notes/2026-08-01-quantwams-robot-memory/Sat, 01 Aug 2026 12:20:00 GMTQ56 finds an eight-task local-model swinghttps://stephenvantran.com/notes/2026-08-01-q56-local-model-variance/https://stephenvantran.com/notes/2026-08-01-q56-local-model-variance/Sun, 02 Aug 2026 03:19:00 GMTReddit's four-defendant scraping case surviveshttps://stephenvantran.com/notes/2026-08-01-reddit-perplexity-scraping-ruling/https://stephenvantran.com/notes/2026-08-01-reddit-perplexity-scraping-ruling/Sat, 01 Aug 2026 15:17:00 GMTQwen UI agent reaches 82.1% on MobileWorldhttps://stephenvantran.com/notes/2026-08-01-qwen-ui-agent/https://stephenvantran.com/notes/2026-08-01-qwen-ui-agent/Sat, 01 Aug 2026 12:18:00 GMTReToken lifts visual retrieval 13.4 pointshttps://stephenvantran.com/notes/2026-08-01-retoken-visual-retrieval/https://stephenvantran.com/notes/2026-08-01-retoken-visual-retrieval/Sat, 01 Aug 2026 07:20:00 GMTRubberz peaks at No. 58 amid AI disputehttps://stephenvantran.com/notes/2026-08-01-rubberz-ai-authorship/https://stephenvantran.com/notes/2026-08-01-rubberz-ai-authorship/Sun, 02 Aug 2026 02:20:00 GMTCalibrated 30B model hits 82.6% alert accuracyhttps://stephenvantran.com/notes/2026-08-01-security-triage-calibration/https://stephenvantran.com/notes/2026-08-01-security-triage-calibration/Sat, 01 Aug 2026 11:31:00 GMTSeedance 2.5 doubles AI video to 30 secondshttps://stephenvantran.com/notes/2026-08-01-seedance-25-video/https://stephenvantran.com/notes/2026-08-01-seedance-25-video/Sun, 02 Aug 2026 02:18:00 GMTSupabase Evals puts Codex at 100%https://stephenvantran.com/notes/2026-08-01-supabase-agent-evals/https://stephenvantran.com/notes/2026-08-01-supabase-agent-evals/Sun, 02 Aug 2026 01:19:00 GMTSVR cuts math reasoning to 2.99 turnshttps://stephenvantran.com/notes/2026-08-01-svr-adaptive-reasoning/https://stephenvantran.com/notes/2026-08-01-svr-adaptive-reasoning/Sat, 01 Aug 2026 17:22:00 GMTUber's AV roster passes 30 companieshttps://stephenvantran.com/notes/2026-08-01-uber-av-roster/https://stephenvantran.com/notes/2026-08-01-uber-av-roster/Sat, 01 Aug 2026 18:22:00 GMTVAD lifts visual distillation 3.05 pointshttps://stephenvantran.com/notes/2026-08-01-vad-visual-distillation/https://stephenvantran.com/notes/2026-08-01-vad-visual-distillation/Sat, 01 Aug 2026 10:22:00 GMTWIDE speeds LLM decoding 1.55x end to endhttps://stephenvantran.com/notes/2026-08-01-wide-dynamic-pruning/https://stephenvantran.com/notes/2026-08-01-wide-dynamic-pruning/Sat, 01 Aug 2026 11:29:00 GMTVision Braille opens 459,512 translation pairshttps://stephenvantran.com/notes/2026-08-01-vision-braille-dataset/https://stephenvantran.com/notes/2026-08-01-vision-braille-dataset/Sun, 02 Aug 2026 05:13:00 GMTTau prices home-robot footage at $30 an hourhttps://stephenvantran.com/notes/2026-08-01-tau-home-robot-footage/https://stephenvantran.com/notes/2026-08-01-tau-home-robot-footage/Sun, 02 Aug 2026 03:20:00 GMTX-NavDP lifts hard-case robot navigation to 65%https://stephenvantran.com/notes/2026-08-01-x-navdp-robot-navigation/https://stephenvantran.com/notes/2026-08-01-x-navdp-robot-navigation/Sat, 01 Aug 2026 07:22:00 GMTX pays one AI storyteller up to $700 biweeklyhttps://stephenvantran.com/notes/2026-08-01-x-ai-slop-payouts/https://stephenvantran.com/notes/2026-08-01-x-ai-slop-payouts/Sat, 01 Aug 2026 23:28:00 GMTxAI gives video generation seven referenceshttps://stephenvantran.com/notes/2026-08-01-xai-seven-reference-video/https://stephenvantran.com/notes/2026-08-01-xai-seven-reference-video/Sat, 01 Aug 2026 08:30:00 GMTVercel cuts browser-agent click lag to 6mshttps://stephenvantran.com/notes/2026-08-02-agent-browser-stream-latency/https://stephenvantran.com/notes/2026-08-02-agent-browser-stream-latency/Mon, 03 Aug 2026 00:22:00 GMTYC opens QM after its 50-agent fleet strainedhttps://stephenvantran.com/notes/2026-08-01-yc-qm-agent-harness/https://stephenvantran.com/notes/2026-08-01-yc-qm-agent-harness/Sun, 02 Aug 2026 01:18:00 GMTAgentmetry dogfood exposes four recorder bugshttps://stephenvantran.com/notes/2026-08-02-agentmetry-dogfood-bugs/https://stephenvantran.com/notes/2026-08-02-agentmetry-dogfood-bugs/Sun, 02 Aug 2026 20:23:00 GMTArrakis Security raises $8M for agent controlshttps://stephenvantran.com/notes/2026-08-02-arrakis-security-seed/https://stephenvantran.com/notes/2026-08-02-arrakis-security-seed/Mon, 03 Aug 2026 00:20:00 GMTCalifornia puts $5,000 a day behind AI labelshttps://stephenvantran.com/notes/2026-08-02-california-ai-transparency-act/https://stephenvantran.com/notes/2026-08-02-california-ai-transparency-act/Mon, 03 Aug 2026 00:18:00 GMTCline gives local models five minutes to loadhttps://stephenvantran.com/notes/2026-08-02-cline-ollama-cold-start/https://stephenvantran.com/notes/2026-08-02-cline-ollama-cold-start/Sun, 02 Aug 2026 19:19:00 GMTClaude-Mem flags a ninth kind of agent memoryhttps://stephenvantran.com/notes/2026-08-02-claude-mem-sensitive-observations/https://stephenvantran.com/notes/2026-08-02-claude-mem-sensitive-observations/Sun, 02 Aug 2026 23:18:00 GMTCline restores workspace-wide checkpointshttps://stephenvantran.com/notes/2026-08-02-cline-workspace-checkpoints/https://stephenvantran.com/notes/2026-08-02-cline-workspace-checkpoints/Sun, 02 Aug 2026 21:26:00 GMTDigitalOcean raises H100 rental prices 30%https://stephenvantran.com/notes/2026-08-02-digitalocean-gpu-price-hike/https://stephenvantran.com/notes/2026-08-02-digitalocean-gpu-price-hike/Sun, 02 Aug 2026 16:24:00 GMTFlowproof makes drag replay pass 20 of 20https://stephenvantran.com/notes/2026-08-02-flowproof-drag-replay/https://stephenvantran.com/notes/2026-08-02-flowproof-drag-replay/Sun, 02 Aug 2026 18:20:00 GMTllama.cpp adds a Qwen3 tool-call parserhttps://stephenvantran.com/notes/2026-08-02-llama-cpp-qwen3-parser/https://stephenvantran.com/notes/2026-08-02-llama-cpp-qwen3-parser/Sun, 02 Aug 2026 13:20:00 GMTllama.cpp lifts DeepSeek V4 decoding 1.83xhttps://stephenvantran.com/notes/2026-08-02-llama-cpp-deepseek-dspark/https://stephenvantran.com/notes/2026-08-02-llama-cpp-deepseek-dspark/Sun, 02 Aug 2026 15:22:26 GMTJudge lets Minnesota's $500K AI image ban starthttps://stephenvantran.com/notes/2026-08-02-minnesota-nudification-tro-denied/https://stephenvantran.com/notes/2026-08-02-minnesota-nudification-tro-denied/Sun, 02 Aug 2026 07:33:00 GMTPippa pays four artists half a cent per imagehttps://stephenvantran.com/notes/2026-08-02-pippa-artist-royalties/https://stephenvantran.com/notes/2026-08-02-pippa-artist-royalties/Sun, 02 Aug 2026 14:15:00 GMTOnton wins 52 of 90 complex product searcheshttps://stephenvantran.com/notes/2026-08-02-onton-ontology-search/https://stephenvantran.com/notes/2026-08-02-onton-ontology-search/Mon, 03 Aug 2026 04:10:00 GMTSim Studio closes five agent authorization gapshttps://stephenvantran.com/notes/2026-08-02-sim-studio-security-fixes/https://stephenvantran.com/notes/2026-08-02-sim-studio-security-fixes/Sun, 02 Aug 2026 09:23:00 GMTTruth API sells market speed for $100K a monthhttps://stephenvantran.com/notes/2026-08-02-truth-api-market-speed/https://stephenvantran.com/notes/2026-08-02-truth-api-market-speed/Sun, 02 Aug 2026 11:24:00 GMTABot-World-0 runs 24 hours on one RTX 5090https://stephenvantran.com/notes/2026-08-03-abot-world-24-hour-inference/https://stephenvantran.com/notes/2026-08-03-abot-world-24-hour-inference/Tue, 04 Aug 2026 02:18:00 GMTVercel gives AI Gateway two capability filtershttps://stephenvantran.com/notes/2026-08-02-vercel-ai-gateway-vision-filter/https://stephenvantran.com/notes/2026-08-02-vercel-ai-gateway-vision-filter/Sun, 02 Aug 2026 22:19:00 GMTActualyze raises $7M for one governed AI gatewayhttps://stephenvantran.com/notes/2026-08-03-actualyze-ai-gateway/https://stephenvantran.com/notes/2026-08-03-actualyze-ai-gateway/Mon, 03 Aug 2026 18:16:31 GMTAmazon ECR raises image layers to 200GBhttps://stephenvantran.com/notes/2026-08-03-amazon-ecr-200gb-image-layers/https://stephenvantran.com/notes/2026-08-03-amazon-ecr-200gb-image-layers/Mon, 03 Aug 2026 23:12:00 GMTAssail signs a five-year $4.125M security dealhttps://stephenvantran.com/notes/2026-08-03-assail-qanapi-contract/https://stephenvantran.com/notes/2026-08-03-assail-qanapi-contract/Mon, 03 Aug 2026 20:17:00 GMTAWS Config adds 15 resource typeshttps://stephenvantran.com/notes/2026-08-03-aws-config-ai-resource-types/https://stephenvantran.com/notes/2026-08-03-aws-config-ai-resource-types/Mon, 03 Aug 2026 23:13:00 GMTBluePill prices synthetic respondents at $10 eachhttps://stephenvantran.com/notes/2026-08-03-bluepill-consumer-twins/https://stephenvantran.com/notes/2026-08-03-bluepill-consumer-twins/Mon, 03 Aug 2026 18:18:31 GMTBrain-guided steering lifts reasoning by 13 pointshttps://stephenvantran.com/notes/2026-08-03-brain-guided-llm-reasoning/https://stephenvantran.com/notes/2026-08-03-brain-guided-llm-reasoning/Tue, 04 Aug 2026 05:16:00 GMTCopilot makes reasoning a per-task cost dialhttps://stephenvantran.com/notes/2026-08-03-copilot-cloud-reasoning-level/https://stephenvantran.com/notes/2026-08-03-copilot-cloud-reasoning-level/Tue, 04 Aug 2026 06:16:00 GMTd-Matrix buys Wallaroo for inference orchestrationhttps://stephenvantran.com/notes/2026-08-03-d-matrix-wallaroo-acquisition/https://stephenvantran.com/notes/2026-08-03-d-matrix-wallaroo-acquisition/Tue, 04 Aug 2026 05:14:00 GMTDesignArena says its feedback engine hit $60M ARRhttps://stephenvantran.com/notes/2026-08-03-designarena-human-evaluation/https://stephenvantran.com/notes/2026-08-03-designarena-human-evaluation/Mon, 03 Aug 2026 20:15:00 GMTFive AI sessions outweigh 100 short requestshttps://stephenvantran.com/notes/2026-08-03-google-session-aware-balancing/https://stephenvantran.com/notes/2026-08-03-google-session-aware-balancing/Tue, 04 Aug 2026 04:20:00 GMTEXL closes an iMerit deal worth up to $310Mhttps://stephenvantran.com/notes/2026-08-03-exl-imerit-acquisition/https://stephenvantran.com/notes/2026-08-03-exl-imerit-acquisition/Tue, 04 Aug 2026 01:18:00 GMTGPT-Live makes its old p50 the new p95https://stephenvantran.com/notes/2026-08-03-gpt-live-realtime-architecture/https://stephenvantran.com/notes/2026-08-03-gpt-live-realtime-architecture/Mon, 03 Aug 2026 21:21:00 GMTHorizon3 raises $250M for autonomous pentestinghttps://stephenvantran.com/notes/2026-08-03-horizon3-series-e/https://stephenvantran.com/notes/2026-08-03-horizon3-series-e/Mon, 03 Aug 2026 17:13:20 GMTHiddenLayer puts five controls around coding agentshttps://stephenvantran.com/notes/2026-08-03-hiddenlayer-agent-harness-security/https://stephenvantran.com/notes/2026-08-03-hiddenlayer-agent-harness-security/Tue, 04 Aug 2026 02:19:00 GMTGrok Voice resolves 70% of Starlink support callshttps://stephenvantran.com/notes/2026-08-03-grok-voice-starlink-resolution/https://stephenvantran.com/notes/2026-08-03-grok-voice-starlink-resolution/Tue, 04 Aug 2026 04:18:00 GMTHouse offices spend $100,580 on ChatGPThttps://stephenvantran.com/notes/2026-08-03-house-chatgpt-spending/https://stephenvantran.com/notes/2026-08-03-house-chatgpt-spending/Mon, 03 Aug 2026 19:27:00 GMTINTERPOL ties AI to 55% of African cybercrimehttps://stephenvantran.com/notes/2026-08-03-interpol-africa-ai-cybercrime/https://stephenvantran.com/notes/2026-08-03-interpol-africa-ai-cybercrime/Mon, 03 Aug 2026 09:16:00 GMTJune raises $20M to automate AI deploymenthttps://stephenvantran.com/notes/2026-08-03-june-ai-deployment-preseed/https://stephenvantran.com/notes/2026-08-03-june-ai-deployment-preseed/Mon, 03 Aug 2026 13:14:00 GMTllama.cpp lifts long-context DeepSeek speed 47%https://stephenvantran.com/notes/2026-08-03-llama-cpp-deepseek-v4-metal/https://stephenvantran.com/notes/2026-08-03-llama-cpp-deepseek-v4-metal/Mon, 03 Aug 2026 08:16:00 GMTNVIDIA Vera lifts storage checks 3.67xhttps://stephenvantran.com/notes/2026-08-03-nvidia-vera-storage-benchmarks/https://stephenvantran.com/notes/2026-08-03-nvidia-vera-storage-benchmarks/Mon, 03 Aug 2026 21:23:00 GMTOrchard-SWE reaches 73% with 3B active parametershttps://stephenvantran.com/notes/2026-08-03-microsoft-orchard-agent-training/https://stephenvantran.com/notes/2026-08-03-microsoft-orchard-agent-training/Mon, 03 Aug 2026 21:22:00 GMTOLIX raises $312M for photonic inferencehttps://stephenvantran.com/notes/2026-08-03-olix-series-b/https://stephenvantran.com/notes/2026-08-03-olix-series-b/Tue, 04 Aug 2026 01:16:00 GMTPalantir revenue jumps 93% to $1.94Bhttps://stephenvantran.com/notes/2026-08-03-palantir-q2-ai-revenue/https://stephenvantran.com/notes/2026-08-03-palantir-q2-ai-revenue/Tue, 04 Aug 2026 04:19:00 GMTAlibaba opens its 2.4T-parameter Qwen3.8-Maxhttps://stephenvantran.com/notes/2026-08-03-qwen-3-8-max-open-weights/https://stephenvantran.com/notes/2026-08-03-qwen-3-8-max-open-weights/Mon, 03 Aug 2026 11:15:00 GMTSageMaker full-tunes 25+ models without servershttps://stephenvantran.com/notes/2026-08-03-sagemaker-serverless-full-fine-tuning/https://stephenvantran.com/notes/2026-08-03-sagemaker-serverless-full-fine-tuning/Mon, 03 Aug 2026 23:11:00 GMTPRECOG cuts edge RAG prefill roughly 4,500xhttps://stephenvantran.com/notes/2026-08-03-precog-edge-rag/https://stephenvantran.com/notes/2026-08-03-precog-edge-rag/Tue, 04 Aug 2026 06:17:00 GMTSamsung engineers a 50MW floating AI data centerhttps://stephenvantran.com/notes/2026-08-03-samsung-floating-data-center/https://stephenvantran.com/notes/2026-08-03-samsung-floating-data-center/Tue, 04 Aug 2026 03:11:00 GMTSleep model finds five risk groups in 10,000 studieshttps://stephenvantran.com/notes/2026-08-03-sleep-risk-foundation-model/https://stephenvantran.com/notes/2026-08-03-sleep-risk-foundation-model/Tue, 04 Aug 2026 00:17:00 GMTSumo Logic's agents cut resolution time 64%https://stephenvantran.com/notes/2026-08-03-sumo-logic-dojo-agents/https://stephenvantran.com/notes/2026-08-03-sumo-logic-dojo-agents/Mon, 03 Aug 2026 18:17:31 GMTThermo Fisher patches an 8.2-rated DNA file flawhttps://stephenvantran.com/notes/2026-08-03-thermo-fisher-dna-file-patch/https://stephenvantran.com/notes/2026-08-03-thermo-fisher-dna-file-patch/Mon, 03 Aug 2026 16:13:00 GMTVisa pays $2.4B for behavioral identityhttps://stephenvantran.com/notes/2026-08-03-visa-biocatch-acquisition/https://stephenvantran.com/notes/2026-08-03-visa-biocatch-acquisition/Tue, 04 Aug 2026 00:16:00 GMTWhite House sets a 30-day frontier-model windowhttps://stephenvantran.com/notes/2026-08-03-white-house-frontier-review/https://stephenvantran.com/notes/2026-08-03-white-house-frontier-review/Mon, 03 Aug 2026 22:19:00 GMTYellow.ai sets a $550M path to public marketshttps://stephenvantran.com/notes/2026-08-03-yellow-ai-spac/https://stephenvantran.com/notes/2026-08-03-yellow-ai-spac/Tue, 04 Aug 2026 00:15:00 GMTZenBusiness Velo cuts human handoffs to 3%https://stephenvantran.com/notes/2026-08-03-zenbusiness-velo-handoffs/https://stephenvantran.com/notes/2026-08-03-zenbusiness-velo-handoffs/Mon, 03 Aug 2026 20:19:00 GMTZenity raises $125M for agent securityhttps://stephenvantran.com/notes/2026-08-03-zenity-series-c/https://stephenvantran.com/notes/2026-08-03-zenity-series-c/Tue, 04 Aug 2026 01:14:00 GMTBending Spoons buys Airtable for $1.28Bhttps://stephenvantran.com/notes/2026-08-04-airtable-bending-spoons-acquisition/https://stephenvantran.com/notes/2026-08-04-airtable-bending-spoons-acquisition/Tue, 04 Aug 2026 14:12:00 GMTBedrock grounds five GPT model lines in AWS searchhttps://stephenvantran.com/notes/2026-08-04-amazon-bedrock-web-search/https://stephenvantran.com/notes/2026-08-04-amazon-bedrock-web-search/Wed, 05 Aug 2026 02:13:00 GMTTelemetry monitor lifts agent success to 73%https://stephenvantran.com/notes/2026-08-04-agent-trajectory-sentinel/https://stephenvantran.com/notes/2026-08-04-agent-trajectory-sentinel/Tue, 04 Aug 2026 13:16:00 GMTAMD doubles data-center revenue to $6.7Bhttps://stephenvantran.com/notes/2026-08-04-amd-data-center-revenue/https://stephenvantran.com/notes/2026-08-04-amd-data-center-revenue/Wed, 05 Aug 2026 06:10:00 GMTAnaconda buys Enkrypt after 143,000 findingshttps://stephenvantran.com/notes/2026-08-04-anaconda-enkrypt-acquisition/https://stephenvantran.com/notes/2026-08-04-anaconda-enkrypt-acquisition/Tue, 04 Aug 2026 22:18:00 GMTAntares scans 500 vulnerability tasks in 15 minuteshttps://stephenvantran.com/notes/2026-08-04-antares-vulnerability-localization/https://stephenvantran.com/notes/2026-08-04-antares-vulnerability-localization/Tue, 04 Aug 2026 13:18:00 GMTApple widens its OpenAI trade-secret casehttps://stephenvantran.com/notes/2026-08-04-apple-openai-trade-secret-case/https://stephenvantran.com/notes/2026-08-04-apple-openai-trade-secret-case/Tue, 04 Aug 2026 14:10:00 GMTAnthropic signs a $10B Volta compute dealhttps://stephenvantran.com/notes/2026-08-04-anthropic-volta-compute/https://stephenvantran.com/notes/2026-08-04-anthropic-volta-compute/Wed, 05 Aug 2026 03:12:00 GMTAuthority labels cut agent memory violations to zerohttps://stephenvantran.com/notes/2026-08-04-authmem-authority-labels/https://stephenvantran.com/notes/2026-08-04-authmem-authority-labels/Wed, 05 Aug 2026 05:17:00 GMTBland Speech v3 scores 1,365 on audio realismhttps://stephenvantran.com/notes/2026-08-04-bland-speech-v3/https://stephenvantran.com/notes/2026-08-04-bland-speech-v3/Wed, 05 Aug 2026 05:14:00 GMTChatGPT turns 10K-character pastes into fileshttps://stephenvantran.com/notes/2026-08-04-chatgpt-large-pastes/https://stephenvantran.com/notes/2026-08-04-chatgpt-large-pastes/Wed, 05 Aug 2026 03:14:00 GMTClaude Tag replaces Slack app with 65% code claimhttps://stephenvantran.com/notes/2026-08-04-claude-tag-slack-migration/https://stephenvantran.com/notes/2026-08-04-claude-tag-slack-migration/Tue, 04 Aug 2026 08:22:00 GMTCisco opens two local vulnerability modelshttps://stephenvantran.com/notes/2026-08-04-cisco-antares-vulnerability-models/https://stephenvantran.com/notes/2026-08-04-cisco-antares-vulnerability-models/Tue, 04 Aug 2026 19:19:00 GMTCloudflare gives agent wallets three spending railshttps://stephenvantran.com/notes/2026-08-04-cloudflare-agent-wallets/https://stephenvantran.com/notes/2026-08-04-cloudflare-agent-wallets/Wed, 05 Aug 2026 01:22:00 GMTConvex raises $57M for agent-built backendshttps://stephenvantran.com/notes/2026-08-04-convex-series-b/https://stephenvantran.com/notes/2026-08-04-convex-series-b/Tue, 04 Aug 2026 21:11:00 GMTCopilot automations now trigger from commentshttps://stephenvantran.com/notes/2026-08-04-copilot-comment-automations/https://stephenvantran.com/notes/2026-08-04-copilot-comment-automations/Tue, 04 Aug 2026 12:16:00 GMTCoWAM lifts robot success 9.6 pointshttps://stephenvantran.com/notes/2026-08-04-cowam-robot-intervention/https://stephenvantran.com/notes/2026-08-04-cowam-robot-intervention/Tue, 04 Aug 2026 14:14:00 GMTCoreWeave commits 360MW to Indonesiahttps://stephenvantran.com/notes/2026-08-04-coreweave-indonesia-capacity/https://stephenvantran.com/notes/2026-08-04-coreweave-indonesia-capacity/Wed, 05 Aug 2026 04:12:00 GMTCursor lifts MoE training throughput 41%https://stephenvantran.com/notes/2026-08-04-cursor-mixture-of-kittens/https://stephenvantran.com/notes/2026-08-04-cursor-mixture-of-kittens/Wed, 05 Aug 2026 01:18:00 GMTDatabricks gateway passes one quadrillion tokenshttps://stephenvantran.com/notes/2026-08-04-databricks-unity-ai-gateway/https://stephenvantran.com/notes/2026-08-04-databricks-unity-ai-gateway/Wed, 05 Aug 2026 04:16:00 GMTDeel buys Clarity as fake-candidate risk reaches 25%https://stephenvantran.com/notes/2026-08-04-deel-clarity-acquisition/https://stephenvantran.com/notes/2026-08-04-deel-clarity-acquisition/Wed, 05 Aug 2026 02:14:00 GMTDEFT-RLVR lifts driving decisions to 77.9%https://stephenvantran.com/notes/2026-08-04-deft-rlvr-trajectory-selection/https://stephenvantran.com/notes/2026-08-04-deft-rlvr-trajectory-selection/Wed, 05 Aug 2026 05:18:00 GMTEON targets 2.4Tbps space links for AI labshttps://stephenvantran.com/notes/2026-08-04-eon-space-laser-network/https://stephenvantran.com/notes/2026-08-04-eon-space-laser-network/Tue, 04 Aug 2026 12:15:00 GMTGitHub makes coverage setup a one-click agent taskhttps://stephenvantran.com/notes/2026-08-04-github-code-coverage-agent/https://stephenvantran.com/notes/2026-08-04-github-code-coverage-agent/Wed, 05 Aug 2026 01:20:00 GMTHappyRobot raises $150M for enterprise agentshttps://stephenvantran.com/notes/2026-08-04-happyrobot-series-c/https://stephenvantran.com/notes/2026-08-04-happyrobot-series-c/Tue, 04 Aug 2026 19:20:00 GMTGradCuit lifts reasoning accuracy 6.6 pointshttps://stephenvantran.com/notes/2026-08-04-gradcuit-latent-reasoning/https://stephenvantran.com/notes/2026-08-04-gradcuit-latent-reasoning/Tue, 04 Aug 2026 10:20:00 GMTGitHub gives Spark users 27 days to exporthttps://stephenvantran.com/notes/2026-08-04-github-spark-deprecation/https://stephenvantran.com/notes/2026-08-04-github-spark-deprecation/Tue, 04 Aug 2026 18:10:00 GMTF1 cuts data onboarding from eight weeks to 40 minuteshttps://stephenvantran.com/notes/2026-08-04-f1-agentic-data-onboarding/https://stephenvantran.com/notes/2026-08-04-f1-agentic-data-onboarding/Tue, 04 Aug 2026 22:17:00 GMTHarness-R1 lifts agent success 9.3 pointshttps://stephenvantran.com/notes/2026-08-04-harness-r1-runtime-editing/https://stephenvantran.com/notes/2026-08-04-harness-r1-runtime-editing/Tue, 04 Aug 2026 11:18:00 GMTJIJ raises $5.2M for optimization agentshttps://stephenvantran.com/notes/2026-08-04-jij-optimization-agents/https://stephenvantran.com/notes/2026-08-04-jij-optimization-agents/Tue, 04 Aug 2026 10:18:00 GMTLeanstral 1.5 finds five unknown code bugshttps://stephenvantran.com/notes/2026-08-04-leanstral-1-5-formal-verification/https://stephenvantran.com/notes/2026-08-04-leanstral-1-5-formal-verification/Tue, 04 Aug 2026 09:19:00 GMTShieldstral fits multimodal moderation in 16GBhttps://stephenvantran.com/notes/2026-08-04-mistral-shieldstral-moderation/https://stephenvantran.com/notes/2026-08-04-mistral-shieldstral-moderation/Tue, 04 Aug 2026 17:14:00 GMTLiquid AI runs a 2.6B agent model on phoneshttps://stephenvantran.com/notes/2026-08-04-liquid-lfm25-edge-agents/https://stephenvantran.com/notes/2026-08-04-liquid-lfm25-edge-agents/Tue, 04 Aug 2026 15:13:00 GMTNEO claims 5x denser AI cache and 10x HBMhttps://stephenvantran.com/notes/2026-08-04-neo-ai-memory-platform/https://stephenvantran.com/notes/2026-08-04-neo-ai-memory-platform/Tue, 04 Aug 2026 17:15:00 GMTNSF puts $100M into regional AI computehttps://stephenvantran.com/notes/2026-08-04-nsf-regional-ai-infrastructure/https://stephenvantran.com/notes/2026-08-04-nsf-regional-ai-infrastructure/Tue, 04 Aug 2026 19:21:00 GMTObsidian raises $85M for agent securityhttps://stephenvantran.com/notes/2026-08-04-obsidian-agent-security-series-d/https://stephenvantran.com/notes/2026-08-04-obsidian-agent-security-series-d/Tue, 04 Aug 2026 20:24:00 GMTNVIDIA opens a 34B robotaxi modelhttps://stephenvantran.com/notes/2026-08-04-nvidia-alpamayo-2-super/https://stephenvantran.com/notes/2026-08-04-nvidia-alpamayo-2-super/Tue, 04 Aug 2026 21:13:00 GMTOpenAI reports two boundary-crossing Sol eval eventshttps://stephenvantran.com/notes/2026-08-04-openai-cyber-eval-boundaries/https://stephenvantran.com/notes/2026-08-04-openai-cyber-eval-boundaries/Tue, 04 Aug 2026 22:16:00 GMTPokeBot closes a nine-figure robot roundhttps://stephenvantran.com/notes/2026-08-04-pokebot-manipulation-pre-a/https://stephenvantran.com/notes/2026-08-04-pokebot-manipulation-pre-a/Tue, 04 Aug 2026 07:23:00 GMTProfound raises $1.5M for AI representativeshttps://stephenvantran.com/notes/2026-08-04-profound-ai-representatives-seed/https://stephenvantran.com/notes/2026-08-04-profound-ai-representatives-seed/Tue, 04 Aug 2026 07:22:00 GMTRunware packs 1MW into a 20-foot inference podhttps://stephenvantran.com/notes/2026-08-04-runware-sonic-inference-pod/https://stephenvantran.com/notes/2026-08-04-runware-sonic-inference-pod/Tue, 04 Aug 2026 13:14:00 GMTRWX raises $12M as CI becomes the bottleneckhttps://stephenvantran.com/notes/2026-08-04-rwx-series-a/https://stephenvantran.com/notes/2026-08-04-rwx-series-a/Wed, 05 Aug 2026 04:14:00 GMTReddit blocks 23M spam views a dayhttps://stephenvantran.com/notes/2026-08-04-reddit-ai-search-spam/https://stephenvantran.com/notes/2026-08-04-reddit-ai-search-spam/Tue, 04 Aug 2026 12:14:00 GMTS3 Vectors reaches AWS's sovereign cloudhttps://stephenvantran.com/notes/2026-08-04-s3-vectors-sovereign-cloud/https://stephenvantran.com/notes/2026-08-04-s3-vectors-sovereign-cloud/Wed, 05 Aug 2026 03:13:00 GMTSharon AI signs a $373M compute contracthttps://stephenvantran.com/notes/2026-08-04-sharon-ai-cloud-contract/https://stephenvantran.com/notes/2026-08-04-sharon-ai-cloud-contract/Tue, 04 Aug 2026 11:17:00 GMTSpaceX triples AI revenue to $2.6Bhttps://stephenvantran.com/notes/2026-08-04-spacex-ai-cloud-revenue/https://stephenvantran.com/notes/2026-08-04-spacex-ai-cloud-revenue/Wed, 05 Aug 2026 06:11:00 GMTStraiker puts one kill switch over agent fleetshttps://stephenvantran.com/notes/2026-08-04-straiker-agent-kill-switch/https://stephenvantran.com/notes/2026-08-04-straiker-agent-kill-switch/Tue, 04 Aug 2026 17:16:00 GMTAWS brings Superblocks into customer cloudshttps://stephenvantran.com/notes/2026-08-04-superblocks-aws-cloud-prem/https://stephenvantran.com/notes/2026-08-04-superblocks-aws-cloud-prem/Tue, 04 Aug 2026 07:21:00 GMTHuman edits cut coding-agent success 7.7 pointshttps://stephenvantran.com/notes/2026-08-04-swe-touch-counter-edits/https://stephenvantran.com/notes/2026-08-04-swe-touch-counter-edits/Tue, 04 Aug 2026 11:19:00 GMTSysdig claims 10x cloud-security capacityhttps://stephenvantran.com/notes/2026-08-04-sysdig-secure-ai/https://stephenvantran.com/notes/2026-08-04-sysdig-secure-ai/Tue, 04 Aug 2026 21:09:00 GMTTexas audits 474GW of grid requestshttps://stephenvantran.com/notes/2026-08-04-texas-data-center-audit/https://stephenvantran.com/notes/2026-08-04-texas-data-center-audit/Tue, 04 Aug 2026 18:12:00 GMTUEmbed unifies sparse and dense retrievalhttps://stephenvantran.com/notes/2026-08-04-uembed-multimodal-retrieval/https://stephenvantran.com/notes/2026-08-04-uembed-multimodal-retrieval/Tue, 04 Aug 2026 10:19:00 GMTThirty companies move to standardize AI costhttps://stephenvantran.com/notes/2026-08-04-tokenomics-foundation/https://stephenvantran.com/notes/2026-08-04-tokenomics-foundation/Tue, 04 Aug 2026 18:11:00 GMTABSeeker takes a 4B search agent to 55.3%https://stephenvantran.com/notes/2026-08-05-abseeker-search-agent/https://stephenvantran.com/notes/2026-08-05-abseeker-search-agent/Thu, 06 Aug 2026 05:22:00 GMTMusic tokenization lets 0.8B beat 27Bhttps://stephenvantran.com/notes/2026-08-05-agogic-music-tokenization/https://stephenvantran.com/notes/2026-08-05-agogic-music-tokenization/Wed, 05 Aug 2026 15:26:00 GMTAdaMX recovers 83% of low-bit accuracy losshttps://stephenvantran.com/notes/2026-08-05-adamx-low-bit-accuracy/https://stephenvantran.com/notes/2026-08-05-adamx-low-bit-accuracy/Wed, 05 Aug 2026 13:22:00 GMTAMD packages eight GPUs for private AI codinghttps://stephenvantran.com/notes/2026-08-05-amd-instinct-coder/https://stephenvantran.com/notes/2026-08-05-amd-instinct-coder/Thu, 06 Aug 2026 03:14:00 GMTAnthropic adds a pre-inference enterprise hookhttps://stephenvantran.com/notes/2026-08-05-anthropic-inference-hooks/https://stephenvantran.com/notes/2026-08-05-anthropic-inference-hooks/Wed, 05 Aug 2026 17:26:00 GMTAmbient AI adds roughly 300 surgical cases a yearhttps://stephenvantran.com/notes/2026-08-05-apella-surgical-volume/https://stephenvantran.com/notes/2026-08-05-apella-surgical-volume/Wed, 05 Aug 2026 14:22:00 GMTArgus reaches 78% on SWE-Bench Prohttps://stephenvantran.com/notes/2026-08-05-argus-agent-runtime/https://stephenvantran.com/notes/2026-08-05-argus-agent-runtime/Thu, 06 Aug 2026 05:21:00 GMTArmy HRC plans 55M AI conversations a monthhttps://stephenvantran.com/notes/2026-08-05-army-hrc-agentforce/https://stephenvantran.com/notes/2026-08-05-army-hrc-agentforce/Wed, 05 Aug 2026 19:19:00 GMTCelestica launches a $3B AI infrastructure offeringhttps://stephenvantran.com/notes/2026-08-05-celestica-equity-offering/https://stephenvantran.com/notes/2026-08-05-celestica-equity-offering/Thu, 06 Aug 2026 03:15:00 GMTAvatar raises $6.5M after handling 900,000 productshttps://stephenvantran.com/notes/2026-08-05-avatar-robotics-seed/https://stephenvantran.com/notes/2026-08-05-avatar-robotics-seed/Wed, 05 Aug 2026 18:15:00 GMTChina makes 56% of optical moduleshttps://stephenvantran.com/notes/2026-08-05-china-optical-module-capacity/https://stephenvantran.com/notes/2026-08-05-china-optical-module-capacity/Wed, 05 Aug 2026 21:19:00 GMTExplicit skills tie context on 500 agent taskshttps://stephenvantran.com/notes/2026-08-05-continualskillbench/https://stephenvantran.com/notes/2026-08-05-continualskillbench/Wed, 05 Aug 2026 10:26:00 GMTCopilotKit puts one agent in two workplace chatshttps://stephenvantran.com/notes/2026-08-05-copilotkit-channels-sdk/https://stephenvantran.com/notes/2026-08-05-copilotkit-channels-sdk/Wed, 05 Aug 2026 07:16:00 GMTCrowdStrike builds seven agent-containment layershttps://stephenvantran.com/notes/2026-08-05-crowdstrike-agent-containment/https://stephenvantran.com/notes/2026-08-05-crowdstrike-agent-containment/Wed, 05 Aug 2026 14:20:00 GMTDeep Origin reports a 30.6% wet-lab hit ratehttps://stephenvantran.com/notes/2026-08-05-deep-origin-virtual-screening/https://stephenvantran.com/notes/2026-08-05-deep-origin-virtual-screening/Thu, 06 Aug 2026 00:17:00 GMTLong chat history lifts a safety failure to 41.1%https://stephenvantran.com/notes/2026-08-05-delusioneval-long-context-safety/https://stephenvantran.com/notes/2026-08-05-delusioneval-long-context-safety/Thu, 06 Aug 2026 01:19:00 GMTDIMAAG smooths AI power swings below 1%https://stephenvantran.com/notes/2026-08-05-dimaag-ai-power-smoothing/https://stephenvantran.com/notes/2026-08-05-dimaag-ai-power-smoothing/Wed, 05 Aug 2026 14:21:00 GMTDynamoDB holds 99% recall at trillion-vector scalehttps://stephenvantran.com/notes/2026-08-05-dynamodb-vector-search/https://stephenvantran.com/notes/2026-08-05-dynamodb-vector-search/Thu, 06 Aug 2026 00:15:00 GMTEmpire AI Beta multiplies inference capacity 40xhttps://stephenvantran.com/notes/2026-08-05-empire-ai-beta/https://stephenvantran.com/notes/2026-08-05-empire-ai-beta/Wed, 05 Aug 2026 17:25:00 GMTFailFast monitor saves 20.4% of agent tokenshttps://stephenvantran.com/notes/2026-08-05-failfast-restartsmart/https://stephenvantran.com/notes/2026-08-05-failfast-restartsmart/Wed, 05 Aug 2026 11:17:00 GMTFreshworks puts Freddy AI in over 71% of dealshttps://stephenvantran.com/notes/2026-08-05-freshworks-freddy-ai-enterprise-deals/https://stephenvantran.com/notes/2026-08-05-freshworks-freddy-ai-enterprise-deals/Wed, 05 Aug 2026 07:15:00 GMTGoogle ships stateless MCP across four SDKshttps://stephenvantran.com/notes/2026-08-05-google-stateless-mcp-sdks/https://stephenvantran.com/notes/2026-08-05-google-stateless-mcp-sdks/Wed, 05 Aug 2026 19:17:00 GMTGoogle moves Hassabis above DeepMind operationshttps://stephenvantran.com/notes/2026-08-05-google-deepmind-leadership/https://stephenvantran.com/notes/2026-08-05-google-deepmind-leadership/Wed, 05 Aug 2026 20:24:00 GMTGradient gate holds safety across six testshttps://stephenvantran.com/notes/2026-08-05-gradient-immunity/https://stephenvantran.com/notes/2026-08-05-gradient-immunity/Thu, 06 Aug 2026 06:28:00 GMTHark prices browser actions at $0.18 per million tokenshttps://stephenvantran.com/notes/2026-08-05-hark-handoff-browser-agent/https://stephenvantran.com/notes/2026-08-05-hark-handoff-browser-agent/Wed, 05 Aug 2026 18:13:00 GMTHIVE finds voice prompts lose 9.7 pointshttps://stephenvantran.com/notes/2026-08-05-hive-spoken-prompt-robustness/https://stephenvantran.com/notes/2026-08-05-hive-spoken-prompt-robustness/Wed, 05 Aug 2026 09:18:00 GMTJoyAI edits 720p video at 30 FPS on one B200https://stephenvantran.com/notes/2026-08-05-joyai-video-edit/https://stephenvantran.com/notes/2026-08-05-joyai-video-edit/Wed, 05 Aug 2026 23:28:00 GMTKlaviyo buys Agency after its $32M raisehttps://stephenvantran.com/notes/2026-08-05-klaviyo-agency-acquisition/https://stephenvantran.com/notes/2026-08-05-klaviyo-agency-acquisition/Thu, 06 Aug 2026 02:11:00 GMTKGD lifts Shopee GMV per user 1.75%https://stephenvantran.com/notes/2026-08-05-knowledge-geometry-decoupling/https://stephenvantran.com/notes/2026-08-05-knowledge-geometry-decoupling/Wed, 05 Aug 2026 12:25:00 GMTLatent rewards cut diffusion alignment compute 33xhttps://stephenvantran.com/notes/2026-08-05-latent-reward-registers/https://stephenvantran.com/notes/2026-08-05-latent-reward-registers/Wed, 05 Aug 2026 15:22:00 GMTElix speeds local Mac inference up to 28%https://stephenvantran.com/notes/2026-08-05-macpaw-elix-local-inference/https://stephenvantran.com/notes/2026-08-05-macpaw-elix-local-inference/Thu, 06 Aug 2026 05:23:00 GMTLogic pretraining saves 36B language tokenshttps://stephenvantran.com/notes/2026-08-05-logic-pre-pretraining/https://stephenvantran.com/notes/2026-08-05-logic-pre-pretraining/Wed, 05 Aug 2026 15:24:00 GMTMeta prices Muse Code from $1.25 per million tokenshttps://stephenvantran.com/notes/2026-08-05-meta-muse-code/https://stephenvantran.com/notes/2026-08-05-meta-muse-code/Thu, 06 Aug 2026 02:15:00 GMTMoove raises $250M for autonomous fleetshttps://stephenvantran.com/notes/2026-08-05-moove-autonomous-fleet-infrastructure/https://stephenvantran.com/notes/2026-08-05-moove-autonomous-fleet-infrastructure/Wed, 05 Aug 2026 23:26:00 GMTOctoLong trains on 6.2B dependency-rich tokenshttps://stephenvantran.com/notes/2026-08-05-octolong-context-training/https://stephenvantran.com/notes/2026-08-05-octolong-context-training/Thu, 06 Aug 2026 06:27:00 GMTOffline distillation lifts throughput 41%https://stephenvantran.com/notes/2026-08-05-offline-distillation-throughput/https://stephenvantran.com/notes/2026-08-05-offline-distillation-throughput/Wed, 05 Aug 2026 13:24:00 GMTOmniPack retains 98% at one-sixth the FLOPshttps://stephenvantran.com/notes/2026-08-05-omnipack-token-compression/https://stephenvantran.com/notes/2026-08-05-omnipack-token-compression/Wed, 05 Aug 2026 12:21:00 GMTOSS edge-AI revenue climbs 62.3%https://stephenvantran.com/notes/2026-08-05-one-stop-systems-edge-ai-growth/https://stephenvantran.com/notes/2026-08-05-one-stop-systems-edge-ai-growth/Thu, 06 Aug 2026 04:24:00 GMTOpenAI buys Ona as Codex crosses 5M weekly usershttps://stephenvantran.com/notes/2026-08-05-openai-ona-acquisition/https://stephenvantran.com/notes/2026-08-05-openai-ona-acquisition/Wed, 05 Aug 2026 10:24:00 GMTParamBench lifts exact tool-call match to 59.6%https://stephenvantran.com/notes/2026-08-05-parambench-tool-arguments/https://stephenvantran.com/notes/2026-08-05-parambench-tool-arguments/Wed, 05 Aug 2026 11:15:00 GMTPrivate adapters leak exact versions at 0.94 AUChttps://stephenvantran.com/notes/2026-08-05-peft-adapter-fingerprinting/https://stephenvantran.com/notes/2026-08-05-peft-adapter-fingerprinting/Thu, 06 Aug 2026 01:21:00 GMTPAST-Bench tests agent memory over 204 episodeshttps://stephenvantran.com/notes/2026-08-05-past-bench-persistent-agents/https://stephenvantran.com/notes/2026-08-05-past-bench-persistent-agents/Wed, 05 Aug 2026 08:34:00 GMTPrime Agent completes 178 of 183 ARC levelshttps://stephenvantran.com/notes/2026-08-05-prime-agent-arc-agi-3/https://stephenvantran.com/notes/2026-08-05-prime-agent-arc-agi-3/Wed, 05 Aug 2026 20:26:00 GMTGenentech options Recursion's first AI targethttps://stephenvantran.com/notes/2026-08-05-recursion-genentech-target/https://stephenvantran.com/notes/2026-08-05-recursion-genentech-target/Thu, 06 Aug 2026 00:16:00 GMTReddit tests LLM moderation in 700 communitieshttps://stephenvantran.com/notes/2026-08-05-reddit-rules-hub/https://stephenvantran.com/notes/2026-08-05-reddit-rules-hub/Wed, 05 Aug 2026 20:25:00 GMTSamsung targets 8x HBM5 performance with zHBMhttps://stephenvantran.com/notes/2026-08-05-samsung-zhbm-concept/https://stephenvantran.com/notes/2026-08-05-samsung-zhbm-concept/Thu, 06 Aug 2026 03:13:00 GMTGeneric reranking cuts scientific RAG precision 38.7%https://stephenvantran.com/notes/2026-08-05-sciret-reranker-domain-mismatch/https://stephenvantran.com/notes/2026-08-05-sciret-reranker-domain-mismatch/Wed, 05 Aug 2026 13:26:00 GMTScreenshot-to-code agents miss 80% of pattern trapshttps://stephenvantran.com/notes/2026-08-05-screenshot-code-pattern-bias/https://stephenvantran.com/notes/2026-08-05-screenshot-code-pattern-bias/Wed, 05 Aug 2026 11:19:00 GMTSeGaBench finds useful gains in 93.3% of caseshttps://stephenvantran.com/notes/2026-08-05-segabench-compiler-optimization/https://stephenvantran.com/notes/2026-08-05-segabench-compiler-optimization/Wed, 05 Aug 2026 08:28:00 GMTShopify says AI-referred orders tripledhttps://stephenvantran.com/notes/2026-08-05-shopify-ai-referrals/https://stephenvantran.com/notes/2026-08-05-shopify-ai-referrals/Wed, 05 Aug 2026 18:14:00 GMTSkill-entropy RL doubles Qwen3-4B's scorehttps://stephenvantran.com/notes/2026-08-05-skill-entropy-rl/https://stephenvantran.com/notes/2026-08-05-skill-entropy-rl/Thu, 06 Aug 2026 06:26:00 GMTSocietyBench caps social forecasting at 75https://stephenvantran.com/notes/2026-08-05-societybench-social-forecasting/https://stephenvantran.com/notes/2026-08-05-societybench-social-forecasting/Wed, 05 Aug 2026 09:22:00 GMTSK Telecom nearly doubles AI data-center revenuehttps://stephenvantran.com/notes/2026-08-05-sk-telecom-aidc-growth/https://stephenvantran.com/notes/2026-08-05-sk-telecom-aidc-growth/Thu, 06 Aug 2026 02:13:00 GMTSparseDitto speeds GPU kernels 2.79xhttps://stephenvantran.com/notes/2026-08-05-sparseditto-gpu-kernels/https://stephenvantran.com/notes/2026-08-05-sparseditto-gpu-kernels/Thu, 06 Aug 2026 01:20:00 GMTTeraWulf gets 71% of revenue from HPC leaseshttps://stephenvantran.com/notes/2026-08-05-terawulf-hpc-revenue/https://stephenvantran.com/notes/2026-08-05-terawulf-hpc-revenue/Thu, 06 Aug 2026 04:22:00 GMTTencent Hy3 starts at $0.1288 per million tokenshttps://stephenvantran.com/notes/2026-08-05-tencent-hy3-global-rollout/https://stephenvantran.com/notes/2026-08-05-tencent-hy3-global-rollout/Wed, 05 Aug 2026 17:24:00 GMTReasoning study releases 22M inference traceshttps://stephenvantran.com/notes/2026-08-05-test-time-scaling-traces/https://stephenvantran.com/notes/2026-08-05-test-time-scaling-traces/Wed, 05 Aug 2026 09:20:00 GMTTUI audit finds only 12% of tests touch the interfacehttps://stephenvantran.com/notes/2026-08-05-tui-agent-testing/https://stephenvantran.com/notes/2026-08-05-tui-agent-testing/Wed, 05 Aug 2026 10:28:00 GMTUpstart automates 91% of $4.2B in loanshttps://stephenvantran.com/notes/2026-08-05-upstart-loan-automation/https://stephenvantran.com/notes/2026-08-05-upstart-loan-automation/Wed, 05 Aug 2026 19:18:00 GMTVideo research agent reaches 64% on 200 taskshttps://stephenvantran.com/notes/2026-08-05-video-deepresearch/https://stephenvantran.com/notes/2026-08-05-video-deepresearch/Wed, 05 Aug 2026 12:23:00 GMTWispr Flow opens meeting notes to agentshttps://stephenvantran.com/notes/2026-08-05-wispr-flow-notetaker/https://stephenvantran.com/notes/2026-08-05-wispr-flow-notetaker/Wed, 05 Aug 2026 23:27:00 GMTFrontier LLMs match the favorite at 63.9%https://stephenvantran.com/notes/2026-08-05-worldcup-arena-forecasting/https://stephenvantran.com/notes/2026-08-05-worldcup-arena-forecasting/Wed, 05 Aug 2026 08:31:00 GMTAcrab raises $130M for agentic edge computehttps://stephenvantran.com/notes/2026-08-06-acrab-agentic-edge-compute/https://stephenvantran.com/notes/2026-08-06-acrab-agentic-edge-compute/Thu, 06 Aug 2026 13:22:00 GMTAgentCore holds production agents for 14 dayshttps://stephenvantran.com/notes/2026-08-06-agentcore-runtime-instances/https://stephenvantran.com/notes/2026-08-06-agentcore-runtime-instances/Fri, 07 Aug 2026 02:14:00 GMTAgent Plugins 1.0 reaches five agent clientshttps://stephenvantran.com/notes/2026-08-06-agent-plugins-standard/https://stephenvantran.com/notes/2026-08-06-agent-plugins-standard/Fri, 07 Aug 2026 01:14:00 GMTAgentCore adds two controls beyond one tool callhttps://stephenvantran.com/notes/2026-08-06-agentcore-temporal-policies/https://stephenvantran.com/notes/2026-08-06-agentcore-temporal-policies/Thu, 06 Aug 2026 19:20:00 GMTAkamai lands a $600M robotics cloud contracthttps://stephenvantran.com/notes/2026-08-06-akamai-robotics-cloud-contract/https://stephenvantran.com/notes/2026-08-06-akamai-robotics-cloud-contract/Fri, 07 Aug 2026 00:20:00 GMTAurora Serverless reaches 12 ACUs in one secondhttps://stephenvantran.com/notes/2026-08-06-aurora-serverless-scaling/https://stephenvantran.com/notes/2026-08-06-aurora-serverless-scaling/Thu, 06 Aug 2026 07:14:00 GMTAMD buys Taalas for specialized inference siliconhttps://stephenvantran.com/notes/2026-08-06-amd-taalas-acquisition/https://stephenvantran.com/notes/2026-08-06-amd-taalas-acquisition/Fri, 07 Aug 2026 01:16:00 GMTAWS slices L4 GPUs into eight ECS workloadshttps://stephenvantran.com/notes/2026-08-06-aws-ecs-fractional-gpu/https://stephenvantran.com/notes/2026-08-06-aws-ecs-fractional-gpu/Fri, 07 Aug 2026 04:16:00 GMTAWS lifts Lambda bandwidth to 3,000 Mbpshttps://stephenvantran.com/notes/2026-08-06-aws-lambda-bandwidth/https://stephenvantran.com/notes/2026-08-06-aws-lambda-bandwidth/Thu, 06 Aug 2026 20:22:00 GMTChatGPT work use favors doing by more than 2xhttps://stephenvantran.com/notes/2026-08-06-chatgpt-signals-work-use/https://stephenvantran.com/notes/2026-08-06-chatgpt-signals-work-use/Thu, 06 Aug 2026 17:16:00 GMTBedrock ships six skills for formal AI policieshttps://stephenvantran.com/notes/2026-08-06-bedrock-automated-reasoning-skills/https://stephenvantran.com/notes/2026-08-06-bedrock-automated-reasoning-skills/Thu, 06 Aug 2026 16:24:00 GMTCloudflare previews AI Search at $0.75 per 1,000https://stephenvantran.com/notes/2026-08-06-cloudflare-ai-search-pricing/https://stephenvantran.com/notes/2026-08-06-cloudflare-ai-search-pricing/Thu, 06 Aug 2026 21:22:00 GMTCloudflare gives websites two WebMCP tool packshttps://stephenvantran.com/notes/2026-08-06-cloudflare-webmcp/https://stephenvantran.com/notes/2026-08-06-cloudflare-webmcp/Fri, 07 Aug 2026 00:18:00 GMTCaylent says 59.5% run agents in productionhttps://stephenvantran.com/notes/2026-08-06-caylent-production-agents-survey/https://stephenvantran.com/notes/2026-08-06-caylent-production-agents-survey/Thu, 06 Aug 2026 15:25:00 GMTEnvision designs a 2GW campus for 1M acceleratorshttps://stephenvantran.com/notes/2026-08-06-envision-galaxy-campus/https://stephenvantran.com/notes/2026-08-06-envision-galaxy-campus/Thu, 06 Aug 2026 12:18:00 GMTCloudflare baselines AI spend over 30 dayshttps://stephenvantran.com/notes/2026-08-06-cloudflare-user-insights/https://stephenvantran.com/notes/2026-08-06-cloudflare-user-insights/Thu, 06 Aug 2026 11:26:00 GMTAgent security incidents reach 54% in enterprise surveyhttps://stephenvantran.com/notes/2026-08-06-enterprise-agent-security-gap/https://stephenvantran.com/notes/2026-08-06-enterprise-agent-security-gap/Fri, 07 Aug 2026 05:18:00 GMTCue cuts voice-agent polish latency 44%https://stephenvantran.com/notes/2026-08-06-cue-gemma-local-polish/https://stephenvantran.com/notes/2026-08-06-cue-gemma-local-polish/Thu, 06 Aug 2026 07:12:00 GMTGitHub pauses Kimi K3 during its Copilot rollouthttps://stephenvantran.com/notes/2026-08-06-github-kimi-k3-pause/https://stephenvantran.com/notes/2026-08-06-github-kimi-k3-pause/Thu, 06 Aug 2026 21:21:00 GMTGravity raises $30.5M for chatbot ad plumbinghttps://stephenvantran.com/notes/2026-08-06-gravity-chatbot-ads/https://stephenvantran.com/notes/2026-08-06-gravity-chatbot-ads/Fri, 07 Aug 2026 02:16:00 GMTGoogle Maps adds three agentic booking pathshttps://stephenvantran.com/notes/2026-08-06-google-maps-agentic-booking/https://stephenvantran.com/notes/2026-08-06-google-maps-agentic-booking/Thu, 06 Aug 2026 22:19:00 GMTGreek RAG tuning lifts retrieval to 0.835https://stephenvantran.com/notes/2026-08-06-greek-rag-adaptation/https://stephenvantran.com/notes/2026-08-06-greek-rag-adaptation/Thu, 06 Aug 2026 09:14:00 GMTGrokipedia leaves 13,002 edits unresolvedhttps://stephenvantran.com/notes/2026-08-06-grokipedia-edit-freeze/https://stephenvantran.com/notes/2026-08-06-grokipedia-edit-freeze/Thu, 06 Aug 2026 12:19:00 GMTHadrian raises $1.37B for automated factorieshttps://stephenvantran.com/notes/2026-08-06-hadrian-series-d/https://stephenvantran.com/notes/2026-08-06-hadrian-series-d/Thu, 06 Aug 2026 12:17:00 GMTHexMIL lifts unseen medical-deepfake AUC 9.1 pointshttps://stephenvantran.com/notes/2026-08-06-hexmil-medical-deepfake-detection/https://stephenvantran.com/notes/2026-08-06-hexmil-medical-deepfake-detection/Thu, 06 Aug 2026 10:18:00 GMTInference backends drive 39% of LLM variabilityhttps://stephenvantran.com/notes/2026-08-06-inference-backend-variability/https://stephenvantran.com/notes/2026-08-06-inference-backend-variability/Thu, 06 Aug 2026 08:21:00 GMTIBM says 84% of finance leaders miss AI ROIhttps://stephenvantran.com/notes/2026-08-06-ibm-apptio-ai-roi/https://stephenvantran.com/notes/2026-08-06-ibm-apptio-ai-roi/Fri, 07 Aug 2026 04:14:00 GMTTen items can cut safety-eval cost up to 99%https://stephenvantran.com/notes/2026-08-06-irt-safety-evals/https://stephenvantran.com/notes/2026-08-06-irt-safety-evals/Thu, 06 Aug 2026 09:15:00 GMTKyndryl's hyperscaler revenue grows 34%https://stephenvantran.com/notes/2026-08-06-kyndryl-hyperscaler-revenue/https://stephenvantran.com/notes/2026-08-06-kyndryl-hyperscaler-revenue/Thu, 06 Aug 2026 15:24:00 GMTLing 3.0 Tiny activates 1.3B parametershttps://stephenvantran.com/notes/2026-08-06-ling-3-tiny/https://stephenvantran.com/notes/2026-08-06-ling-3-tiny/Fri, 07 Aug 2026 01:15:00 GMTMalachyte raises $10M for intent-aware commercehttps://stephenvantran.com/notes/2026-08-06-malachyte-commerce-ai/https://stephenvantran.com/notes/2026-08-06-malachyte-commerce-ai/Thu, 06 Aug 2026 19:19:00 GMTMirendil signs a $100M-plus Google Cloud dealhttps://stephenvantran.com/notes/2026-08-06-mirendil-google-cloud-compute/https://stephenvantran.com/notes/2026-08-06-mirendil-google-cloud-compute/Thu, 06 Aug 2026 19:18:00 GMTMOAT holds adversarial compute loss to 3.4%https://stephenvantran.com/notes/2026-08-06-moat-vit-compute-defense/https://stephenvantran.com/notes/2026-08-06-moat-vit-compute-defense/Thu, 06 Aug 2026 10:19:00 GMTNaïve raises $28.5M for agent infrastructurehttps://stephenvantran.com/notes/2026-08-06-naive-agent-infrastructure/https://stephenvantran.com/notes/2026-08-06-naive-agent-infrastructure/Thu, 06 Aug 2026 20:20:00 GMTNvidia opens cuFile to four maintainershttps://stephenvantran.com/notes/2026-08-06-nvidia-cufile-open-source/https://stephenvantran.com/notes/2026-08-06-nvidia-cufile-open-source/Fri, 07 Aug 2026 06:18:00 GMTNeuralTrust inspects six stages of agent traffichttps://stephenvantran.com/notes/2026-08-06-neuraltrust-runtime-mesh/https://stephenvantran.com/notes/2026-08-06-neuraltrust-runtime-mesh/Thu, 06 Aug 2026 13:26:00 GMTOmilia reaches $60M ARR before a $67M roundhttps://stephenvantran.com/notes/2026-08-06-omilia-customer-support/https://stephenvantran.com/notes/2026-08-06-omilia-customer-support/Thu, 06 Aug 2026 20:21:00 GMTOpenAI and APA target four youth-AI groupshttps://stephenvantran.com/notes/2026-08-06-openai-apa-youth-safeguards/https://stephenvantran.com/notes/2026-08-06-openai-apa-youth-safeguards/Thu, 06 Aug 2026 17:17:00 GMTOptimum Intel 2.1 exports six new AI architectureshttps://stephenvantran.com/notes/2026-08-06-optimum-intel-21/https://stephenvantran.com/notes/2026-08-06-optimum-intel-21/Fri, 07 Aug 2026 02:15:00 GMTPathos AI seeks $300M at a $3B valuationhttps://stephenvantran.com/notes/2026-08-06-pathos-ai-series-e/https://stephenvantran.com/notes/2026-08-06-pathos-ai-series-e/Thu, 06 Aug 2026 14:15:00 GMTPinecone Nexus cuts agent task cost 77%https://stephenvantran.com/notes/2026-08-06-pinecone-nexus-agent-cost/https://stephenvantran.com/notes/2026-08-06-pinecone-nexus-agent-cost/Fri, 07 Aug 2026 04:12:00 GMTPointFive finds 38% fewer tokens cost 6.8% morehttps://stephenvantran.com/notes/2026-08-06-pointfive-token-cost/https://stephenvantran.com/notes/2026-08-06-pointfive-token-cost/Thu, 06 Aug 2026 21:20:00 GMTPRISM2 trains on 2.3M pathology slideshttps://stephenvantran.com/notes/2026-08-06-prism2-pathology-model/https://stephenvantran.com/notes/2026-08-06-prism2-pathology-model/Thu, 06 Aug 2026 15:23:00 GMTTen percent of bio questions preserve 99% of signalhttps://stephenvantran.com/notes/2026-08-06-rand-biology-benchmarks/https://stephenvantran.com/notes/2026-08-06-rand-biology-benchmarks/Fri, 07 Aug 2026 00:19:00 GMTSciCode audit finds 263 benchmark defectshttps://stephenvantran.com/notes/2026-08-06-scicode-verified-benchmark-audit/https://stephenvantran.com/notes/2026-08-06-scicode-verified-benchmark-audit/Thu, 06 Aug 2026 08:19:00 GMTSharon AI reports $8.8B of compute contractshttps://stephenvantran.com/notes/2026-08-06-sharon-ai-contracts/https://stephenvantran.com/notes/2026-08-06-sharon-ai-contracts/Thu, 06 Aug 2026 13:24:00 GMTSageMaker SDK ranks endpoints at 3,609 tokens/sechttps://stephenvantran.com/notes/2026-08-06-sagemaker-inference-recommender-sdk/https://stephenvantran.com/notes/2026-08-06-sagemaker-inference-recommender-sdk/Thu, 06 Aug 2026 16:23:00 GMTTaiwan fields a three-drone AI swarm in three monthshttps://stephenvantran.com/notes/2026-08-06-shield-ai-taiwan-swarm/https://stephenvantran.com/notes/2026-08-06-shield-ai-taiwan-swarm/Thu, 06 Aug 2026 07:13:00 GMTSiteVue raises $7.5M for frontline vision AIhttps://stephenvantran.com/notes/2026-08-06-sitevue-frontline-vision/https://stephenvantran.com/notes/2026-08-06-sitevue-frontline-vision/Thu, 06 Aug 2026 22:17:00 GMTSmart IOPS targets one billion random IOPShttps://stephenvantran.com/notes/2026-08-06-smart-iops-billion-iops/https://stephenvantran.com/notes/2026-08-06-smart-iops-billion-iops/Thu, 06 Aug 2026 22:18:00 GMTOnly three small-model tests clear a 20% risk budgethttps://stephenvantran.com/notes/2026-08-06-small-model-deferral/https://stephenvantran.com/notes/2026-08-06-small-model-deferral/Thu, 06 Aug 2026 09:16:00 GMTSoftBank gave $50M before Ohio's 10GW dealhttps://stephenvantran.com/notes/2026-08-06-softbank-ohio-data-center/https://stephenvantran.com/notes/2026-08-06-softbank-ohio-data-center/Thu, 06 Aug 2026 17:18:00 GMTSpaceX commits $16.8B to Terafabhttps://stephenvantran.com/notes/2026-08-06-spacex-terafab-commitment/https://stephenvantran.com/notes/2026-08-06-spacex-terafab-commitment/Fri, 07 Aug 2026 03:16:00 GMTSpiralism reached roughly 10,000 chatbot caseshttps://stephenvantran.com/notes/2026-08-06-spiralism-chatbot-cases/https://stephenvantran.com/notes/2026-08-06-spiralism-chatbot-cases/Thu, 06 Aug 2026 14:14:00 GMTSTEP-OPD lifts GenEval from 0.927 to 0.961https://stephenvantran.com/notes/2026-08-06-step-opd-distillation/https://stephenvantran.com/notes/2026-08-06-step-opd-distillation/Thu, 06 Aug 2026 10:20:00 GMTSuno adds two checks against AI-music spamhttps://stephenvantran.com/notes/2026-08-06-suno-watermarking/https://stephenvantran.com/notes/2026-08-06-suno-watermarking/Thu, 06 Aug 2026 18:15:00 GMTSuperScout cuts coding-agent cost per solve fivefoldhttps://stephenvantran.com/notes/2026-08-06-superscout-coding-agent-routing/https://stephenvantran.com/notes/2026-08-06-superscout-coding-agent-routing/Thu, 06 Aug 2026 08:20:00 GMTVercel prices AI Gateway traces at $50 per millionhttps://stephenvantran.com/notes/2026-08-06-vercel-ai-gateway-traces/https://stephenvantran.com/notes/2026-08-06-vercel-ai-gateway-traces/Thu, 06 Aug 2026 11:25:00 GMTVercel lifts Sandbox concurrency fivefoldhttps://stephenvantran.com/notes/2026-08-06-vercel-sandbox-quotas/https://stephenvantran.com/notes/2026-08-06-vercel-sandbox-quotas/Thu, 06 Aug 2026 11:24:00 GMTSkill retrieval misses one in four agent querieshttps://stephenvantran.com/notes/2026-08-07-agent-skill-retrieval/https://stephenvantran.com/notes/2026-08-07-agent-skill-retrieval/Fri, 07 Aug 2026 14:14:00 GMTAI-designed phages yield 16 viable genomeshttps://stephenvantran.com/notes/2026-08-07-ai-designed-phages/https://stephenvantran.com/notes/2026-08-07-ai-designed-phages/Fri, 07 Aug 2026 23:20:00 GMTAirbnb cuts concept-to-launch time 60% with AIhttps://stephenvantran.com/notes/2026-08-07-airbnb-ai-feature-velocity/https://stephenvantran.com/notes/2026-08-07-airbnb-ai-feature-velocity/Fri, 07 Aug 2026 15:13:00 GMTWeatherNext gains a day on cyclone forecastshttps://stephenvantran.com/notes/2026-08-06-weathernext-cyclone-forecasts/https://stephenvantran.com/notes/2026-08-06-weathernext-cyclone-forecasts/Fri, 07 Aug 2026 03:18:00 GMTAnthropic builds an AI chip design teamhttps://stephenvantran.com/notes/2026-08-07-anthropic-chip-design-team/https://stephenvantran.com/notes/2026-08-07-anthropic-chip-design-team/Fri, 07 Aug 2026 07:17:00 GMTVariance correction cuts agent eval samples 74xhttps://stephenvantran.com/notes/2026-08-07-av-aivat-agent-evaluation/https://stephenvantran.com/notes/2026-08-07-av-aivat-agent-evaluation/Fri, 07 Aug 2026 10:24:00 GMTAWS claims 40% faster AI recommendations in Milanhttps://stephenvantran.com/notes/2026-08-07-aws-r8i-milan/https://stephenvantran.com/notes/2026-08-07-aws-r8i-milan/Sat, 08 Aug 2026 05:21:00 GMTCanva cuts AI task cost 90% after slowing rollouthttps://stephenvantran.com/notes/2026-08-07-canva-ai-unit-costs/https://stephenvantran.com/notes/2026-08-07-canva-ai-unit-costs/Fri, 07 Aug 2026 15:14:00 GMTCalibForge lifts terminal agents 24.71 pointshttps://stephenvantran.com/notes/2026-08-07-calibforge-terminal-tasks/https://stephenvantran.com/notes/2026-08-07-calibforge-terminal-tasks/Fri, 07 Aug 2026 10:23:00 GMTOpenAI makes free ChatGPT text chats unlimitedhttps://stephenvantran.com/notes/2026-08-07-chatgpt-unlimited-free-chats/https://stephenvantran.com/notes/2026-08-07-chatgpt-unlimited-free-chats/Fri, 07 Aug 2026 11:17:00 GMTCloudflare Kitesurf uses 7x less memoryhttps://stephenvantran.com/notes/2026-08-07-cloudflare-kitesurf/https://stephenvantran.com/notes/2026-08-07-cloudflare-kitesurf/Fri, 07 Aug 2026 17:20:00 GMTCloudflare includes 20M agent-trace eventshttps://stephenvantran.com/notes/2026-08-07-cloudflare-agents-tracing/https://stephenvantran.com/notes/2026-08-07-cloudflare-agents-tracing/Sat, 08 Aug 2026 01:25:00 GMTDatadog reaches $1.12B as AI tools hit GAhttps://stephenvantran.com/notes/2026-08-07-datadog-ai-observability/https://stephenvantran.com/notes/2026-08-07-datadog-ai-observability/Fri, 07 Aug 2026 09:19:00 GMTCopilot CLI adds isolated parallel worktreeshttps://stephenvantran.com/notes/2026-08-07-copilot-cli-worktrees/https://stephenvantran.com/notes/2026-08-07-copilot-cli-worktrees/Sat, 08 Aug 2026 04:18:00 GMTBudget-aware agents top out at 7.3%https://stephenvantran.com/notes/2026-08-07-ecoagent-budget-consistency/https://stephenvantran.com/notes/2026-08-07-ecoagent-budget-consistency/Sat, 08 Aug 2026 02:17:00 GMTFable 5 cuts biology fallbacks 85%https://stephenvantran.com/notes/2026-08-07-fable-biology-fallbacks/https://stephenvantran.com/notes/2026-08-07-fable-biology-fallbacks/Fri, 07 Aug 2026 08:27:00 GMTDocument-review agents close half the expert gaphttps://stephenvantran.com/notes/2026-08-07-gbt-document-review/https://stephenvantran.com/notes/2026-08-07-gbt-document-review/Fri, 07 Aug 2026 18:25:00 GMTGitHub splits Copilot usage by third-party agenthttps://stephenvantran.com/notes/2026-08-07-github-agent-app-metrics/https://stephenvantran.com/notes/2026-08-07-github-agent-app-metrics/Fri, 07 Aug 2026 22:18:00 GMTGitHub turns off three automatic Copilot reviewshttps://stephenvantran.com/notes/2026-08-07-github-copilot-review-defaults/https://stephenvantran.com/notes/2026-08-07-github-copilot-review-defaults/Fri, 07 Aug 2026 17:21:00 GMTGitHub puts Copilot cost beside PR outputhttps://stephenvantran.com/notes/2026-08-07-github-copilot-roi/https://stephenvantran.com/notes/2026-08-07-github-copilot-roi/Fri, 07 Aug 2026 23:18:00 GMTHardware keystores stop agent signing attackshttps://stephenvantran.com/notes/2026-08-07-hardware-keystores-agent-signing/https://stephenvantran.com/notes/2026-08-07-hardware-keystores-agent-signing/Fri, 07 Aug 2026 20:19:00 GMTHarvey seeks $500M after revenue reaches $350Mhttps://stephenvantran.com/notes/2026-08-07-harvey-funding-revenue/https://stephenvantran.com/notes/2026-08-07-harvey-funding-revenue/Sat, 08 Aug 2026 03:14:00 GMTHernando County pauses data centers for one yearhttps://stephenvantran.com/notes/2026-08-07-hernando-data-center-moratorium/https://stephenvantran.com/notes/2026-08-07-hernando-data-center-moratorium/Fri, 07 Aug 2026 11:19:00 GMTGoldman puts 2026 AI investment near $1Thttps://stephenvantran.com/notes/2026-08-07-goldman-ai-investment/https://stephenvantran.com/notes/2026-08-07-goldman-ai-investment/Sat, 08 Aug 2026 02:18:00 GMTInevitable AI Group raises $6M for a startup studiohttps://stephenvantran.com/notes/2026-08-07-inevitable-ai-group-pre-seed/https://stephenvantran.com/notes/2026-08-07-inevitable-ai-group-pre-seed/Sat, 08 Aug 2026 06:47:00 GMTFinance agents ground events as low as 0.8 out of 5https://stephenvantran.com/notes/2026-08-07-investlogicbench-grounding/https://stephenvantran.com/notes/2026-08-07-investlogicbench-grounding/Fri, 07 Aug 2026 13:12:00 GMTKimi K3 retrieves a benchmark answer through egresshttps://stephenvantran.com/notes/2026-08-07-kimi-k3-benchmark-egress/https://stephenvantran.com/notes/2026-08-07-kimi-k3-benchmark-egress/Fri, 07 Aug 2026 23:19:00 GMTLattice embeds Wikipedia in seven minuteshttps://stephenvantran.com/notes/2026-08-07-lattice-static-retriever/https://stephenvantran.com/notes/2026-08-07-lattice-static-retriever/Sat, 08 Aug 2026 02:16:00 GMTLumilens launches with $900M for optical AI linkshttps://stephenvantran.com/notes/2026-08-07-lumilens-optical-networking/https://stephenvantran.com/notes/2026-08-07-lumilens-optical-networking/Fri, 07 Aug 2026 20:18:00 GMTMeta's New Mexico child-safety fines reach $942Mhttps://stephenvantran.com/notes/2026-08-07-meta-new-mexico-ruling/https://stephenvantran.com/notes/2026-08-07-meta-new-mexico-ruling/Fri, 07 Aug 2026 15:15:00 GMTMicroEvo cuts chip-search samples 10.6xhttps://stephenvantran.com/notes/2026-08-07-microevo-chip-search/https://stephenvantran.com/notes/2026-08-07-microevo-chip-search/Fri, 07 Aug 2026 14:15:00 GMTnCino gives mortgage agents two MCP toolshttps://stephenvantran.com/notes/2026-08-07-ncino-mortgage-mcp/https://stephenvantran.com/notes/2026-08-07-ncino-mortgage-mcp/Sat, 08 Aug 2026 03:15:00 GMTMisleading history flips 32.1% of tool decisionshttps://stephenvantran.com/notes/2026-08-07-misleading-history-tool-use/https://stephenvantran.com/notes/2026-08-07-misleading-history-tool-use/Fri, 07 Aug 2026 13:10:00 GMTMIST cuts misleading-context flips to 16.3%https://stephenvantran.com/notes/2026-08-07-mist-selective-trust/https://stephenvantran.com/notes/2026-08-07-mist-selective-trust/Sat, 08 Aug 2026 04:19:00 GMTClinical agents lift heart-failure AUROC to 0.963https://stephenvantran.com/notes/2026-08-07-nimblemind-heart-failure-features/https://stephenvantran.com/notes/2026-08-07-nimblemind-heart-failure-features/Fri, 07 Aug 2026 13:14:00 GMTOpenAI pauses Astra over a critical cyber signalhttps://stephenvantran.com/notes/2026-08-07-openai-astra-cyber-pause/https://stephenvantran.com/notes/2026-08-07-openai-astra-cyber-pause/Fri, 07 Aug 2026 22:16:00 GMTOpenSearch legacy support can double compute costhttps://stephenvantran.com/notes/2026-08-07-opensearch-legacy-support/https://stephenvantran.com/notes/2026-08-07-opensearch-legacy-support/Sat, 08 Aug 2026 05:22:00 GMTOpenAI speaker targets a $300 to $400 pricehttps://stephenvantran.com/notes/2026-08-07-openai-speaker-price/https://stephenvantran.com/notes/2026-08-07-openai-speaker-price/Fri, 07 Aug 2026 11:18:00 GMTVisual evidence hurts all nine CEO agentshttps://stephenvantran.com/notes/2026-08-07-multimodal-ceo-allocation/https://stephenvantran.com/notes/2026-08-07-multimodal-ceo-allocation/Fri, 07 Aug 2026 18:24:00 GMTOSL AgentPay supports four agent-payment protocolshttps://stephenvantran.com/notes/2026-08-07-osl-agentpay-protocols/https://stephenvantran.com/notes/2026-08-07-osl-agentpay-protocols/Sat, 08 Aug 2026 03:16:00 GMTPaDoc lifts parsing throughput up to 118%https://stephenvantran.com/notes/2026-08-07-padoc-parallel-decoding/https://stephenvantran.com/notes/2026-08-07-padoc-parallel-decoding/Sat, 08 Aug 2026 01:29:00 GMTProgrammatic tools beat JSON in 11 of 14 modelshttps://stephenvantran.com/notes/2026-08-07-programmatic-tool-calling/https://stephenvantran.com/notes/2026-08-07-programmatic-tool-calling/Fri, 07 Aug 2026 10:22:00 GMTReusable skills lift coding-agent recall up to 180%https://stephenvantran.com/notes/2026-08-07-reusable-coding-skills/https://stephenvantran.com/notes/2026-08-07-reusable-coding-skills/Fri, 07 Aug 2026 14:16:00 GMTRippling cuts token budget from 40% to 15%https://stephenvantran.com/notes/2026-08-07-rippling-ai-spend-console/https://stephenvantran.com/notes/2026-08-07-rippling-ai-spend-console/Fri, 07 Aug 2026 22:17:00 GMTWeb search cuts benchmark accuracy by 8 pointshttps://stephenvantran.com/notes/2026-08-07-search-enabled-eval-drift/https://stephenvantran.com/notes/2026-08-07-search-enabled-eval-drift/Fri, 07 Aug 2026 18:23:00 GMTAmazon SES flags likely bot opens and clickshttps://stephenvantran.com/notes/2026-08-07-ses-bot-events/https://stephenvantran.com/notes/2026-08-07-ses-bot-events/Sat, 08 Aug 2026 05:23:00 GMTSierra says a voice persona lifts resolution 50%https://stephenvantran.com/notes/2026-08-07-sierra-voice-personas/https://stephenvantran.com/notes/2026-08-07-sierra-voice-personas/Sat, 08 Aug 2026 01:27:00 GMTSnowflake puts three AI objects inside Native Appshttps://stephenvantran.com/notes/2026-08-07-snowflake-native-app-agents/https://stephenvantran.com/notes/2026-08-07-snowflake-native-app-agents/Sat, 08 Aug 2026 00:16:00 GMTVideo models recover 18.1% of frequent eventshttps://stephenvantran.com/notes/2026-08-07-video-event-bookkeeping/https://stephenvantran.com/notes/2026-08-07-video-event-bookkeeping/Fri, 07 Aug 2026 17:22:00 GMTxAI lets Image 2.0 combine five referenceshttps://stephenvantran.com/notes/2026-08-07-xai-imagine-image-2/https://stephenvantran.com/notes/2026-08-07-xai-imagine-image-2/Sat, 08 Aug 2026 04:17:00 GMTSimple web-agent routing cuts cost up to 30.6%https://stephenvantran.com/notes/2026-08-07-web-agent-routing-cost/https://stephenvantran.com/notes/2026-08-07-web-agent-routing-cost/Fri, 07 Aug 2026 20:20:00 GMTAACR-Bench seals 57 code-review taskshttps://stephenvantran.com/notes/2026-08-08-aacr-code-review-benchmark/https://stephenvantran.com/notes/2026-08-08-aacr-code-review-benchmark/Sun, 09 Aug 2026 05:20:00 GMTActivity Frames compress agent memory 86xhttps://stephenvantran.com/notes/2026-08-08-activity-frames-agent-memory/https://stephenvantran.com/notes/2026-08-08-activity-frames-agent-memory/Sat, 08 Aug 2026 19:26:00 GMTAgentExecutor reaches 94% code coveragehttps://stephenvantran.com/notes/2026-08-08-agentexecutor-code-coverage/https://stephenvantran.com/notes/2026-08-08-agentexecutor-code-coverage/Sat, 08 Aug 2026 08:35:00 GMTAgentOPSD reaches 89.1% without extra rolloutshttps://stephenvantran.com/notes/2026-08-08-agentopsd-turn-credit/https://stephenvantran.com/notes/2026-08-08-agentopsd-turn-credit/Sat, 08 Aug 2026 20:21:00 GMTA 200-join stress test for expressive TTShttps://stephenvantran.com/notes/2026-08-08-acting-transitions-tts/https://stephenvantran.com/notes/2026-08-08-acting-transitions-tts/Sat, 08 Aug 2026 12:33:00 GMTAgentRadio lifts four-agent accuracy to 62.1%https://stephenvantran.com/notes/2026-08-08-agentradio-passive-awareness/https://stephenvantran.com/notes/2026-08-08-agentradio-passive-awareness/Sat, 08 Aug 2026 22:17:00 GMTFour of six AI evals could never failhttps://stephenvantran.com/notes/2026-08-08-alwayspass-eval-gates/https://stephenvantran.com/notes/2026-08-08-alwayspass-eval-gates/Sat, 08 Aug 2026 12:31:00 GMTAmazon's GW Ranch carries a 33.2M-ton ceilinghttps://stephenvantran.com/notes/2026-08-08-amazon-gw-ranch-emissions/https://stephenvantran.com/notes/2026-08-08-amazon-gw-ranch-emissions/Sat, 08 Aug 2026 18:16:00 GMTAndroid Canary exposes eight AI clock slotshttps://stephenvantran.com/notes/2026-08-08-android-ai-lockscreen-clocks/https://stephenvantran.com/notes/2026-08-08-android-ai-lockscreen-clocks/Sat, 08 Aug 2026 16:29:00 GMTByteDance halves pacing errors with SeedRealtimehttps://stephenvantran.com/notes/2026-08-08-bytedance-seedrealtime/https://stephenvantran.com/notes/2026-08-08-bytedance-seedrealtime/Sun, 09 Aug 2026 02:10:00 GMTAWS Auth skill flags two destructive updateshttps://stephenvantran.com/notes/2026-08-08-aws-auth-agent-skill/https://stephenvantran.com/notes/2026-08-08-aws-auth-agent-skill/Sat, 08 Aug 2026 21:13:28 GMTCohere Health cuts policy work 30%https://stephenvantran.com/notes/2026-08-08-cohere-health-policy-studio/https://stephenvantran.com/notes/2026-08-08-cohere-health-policy-studio/Sat, 08 Aug 2026 13:45:00 GMTCopilot review gets two effort levelshttps://stephenvantran.com/notes/2026-08-08-copilot-review-effort/https://stephenvantran.com/notes/2026-08-08-copilot-review-effort/Sun, 09 Aug 2026 01:25:00 GMTDiffusion LLMs commit answers by 24% of decodinghttps://stephenvantran.com/notes/2026-08-08-diffusion-llm-commitment-order/https://stephenvantran.com/notes/2026-08-08-diffusion-llm-commitment-order/Sun, 09 Aug 2026 03:22:00 GMTDatabricks smart routing cuts agent cost 30%https://stephenvantran.com/notes/2026-08-08-databricks-coding-agent-costs/https://stephenvantran.com/notes/2026-08-08-databricks-coding-agent-costs/Sun, 09 Aug 2026 00:27:00 GMTCaReBench releases 1,000-video reasoning testhttps://stephenvantran.com/notes/2026-08-08-carebench-video-reasoning/https://stephenvantran.com/notes/2026-08-08-carebench-video-reasoning/Sun, 09 Aug 2026 05:19:00 GMTWorld rehearsal lifts an agent 5.5 pointshttps://stephenvantran.com/notes/2026-08-08-envace-world-rehearsal/https://stephenvantran.com/notes/2026-08-08-envace-world-rehearsal/Sat, 08 Aug 2026 15:25:00 GMTFirebird plans 70,000 GPUs in Armeniahttps://stephenvantran.com/notes/2026-08-08-firebird-armenia-ai-factory/https://stephenvantran.com/notes/2026-08-08-firebird-armenia-ai-factory/Sat, 08 Aug 2026 15:24:00 GMTGitHub blocks four more secret typeshttps://stephenvantran.com/notes/2026-08-08-github-secret-scanning-coverage/https://stephenvantran.com/notes/2026-08-08-github-secret-scanning-coverage/Sat, 08 Aug 2026 13:42:00 GMTReal speech cuts voice-agent completion 41 pointshttps://stephenvantran.com/notes/2026-08-08-formbharo-real-speech/https://stephenvantran.com/notes/2026-08-08-formbharo-real-speech/Sun, 09 Aug 2026 03:21:00 GMTSpatial training lifts a VLM 27.63 pointshttps://stephenvantran.com/notes/2026-08-08-gst-bench-spatial-training/https://stephenvantran.com/notes/2026-08-08-gst-bench-spatial-training/Sat, 08 Aug 2026 15:26:00 GMTHarnessOpt-Bench scores 111 agent-harness runshttps://stephenvantran.com/notes/2026-08-08-harnessopt-bench/https://stephenvantran.com/notes/2026-08-08-harnessopt-bench/Sat, 08 Aug 2026 11:27:00 GMTEvidence locking cuts judge agreement 6 pointshttps://stephenvantran.com/notes/2026-08-08-llm-judge-evidence-locking/https://stephenvantran.com/notes/2026-08-08-llm-judge-evidence-locking/Sun, 09 Aug 2026 03:20:00 GMTLingBot-VA lands 1 of 12 plug insertionshttps://stephenvantran.com/notes/2026-08-08-lingbot-plug-insertion/https://stephenvantran.com/notes/2026-08-08-lingbot-plug-insertion/Sat, 08 Aug 2026 10:19:00 GMTFirmus raises $2B for Nvidia AI factorieshttps://stephenvantran.com/notes/2026-08-08-firmus-ai-factory-round/https://stephenvantran.com/notes/2026-08-08-firmus-ai-factory-round/Sat, 08 Aug 2026 08:34:00 GMTHSP maps AI adoption to 40,000 hourshttps://stephenvantran.com/notes/2026-08-08-hsp-ai-capacity/https://stephenvantran.com/notes/2026-08-08-hsp-ai-capacity/Sat, 08 Aug 2026 08:33:00 GMTOpenAI absorbs NextSlide after roughly one yearhttps://stephenvantran.com/notes/2026-08-08-nextslide-openai-acquisition/https://stephenvantran.com/notes/2026-08-08-nextslide-openai-acquisition/Sat, 08 Aug 2026 20:20:00 GMTNvidia puts up to $3B into Lancium powerhttps://stephenvantran.com/notes/2026-08-08-nvidia-lancium-power-stake/https://stephenvantran.com/notes/2026-08-08-nvidia-lancium-power-stake/Sun, 09 Aug 2026 01:21:00 GMTOpenVisTool-Bench spans 559 visual tool taskshttps://stephenvantran.com/notes/2026-08-08-openvistool-bench/https://stephenvantran.com/notes/2026-08-08-openvistool-bench/Sat, 08 Aug 2026 10:18:00 GMTPokee-Isaac carries 10M tokens on one GPUhttps://stephenvantran.com/notes/2026-08-08-pokee-isaac-10m-context/https://stephenvantran.com/notes/2026-08-08-pokee-isaac-10m-context/Sun, 09 Aug 2026 04:27:00 GMTPostgres benchmark traps 4 of 5 naïve diagnoseshttps://stephenvantran.com/notes/2026-08-08-postgres-incident-benchmark/https://stephenvantran.com/notes/2026-08-08-postgres-incident-benchmark/Sat, 08 Aug 2026 10:20:00 GMTPydantic AI caps agent downloads at 50 MiBhttps://stephenvantran.com/notes/2026-08-08-pydantic-ai-download-cap/https://stephenvantran.com/notes/2026-08-08-pydantic-ai-download-cap/Sat, 08 Aug 2026 11:25:00 GMTRoku adds a 24/7 AI-generated TV channelhttps://stephenvantran.com/notes/2026-08-08-roku-fairground-ai-channel/https://stephenvantran.com/notes/2026-08-08-roku-fairground-ai-channel/Sat, 08 Aug 2026 16:31:00 GMTSK hynix puts 54T won into two memory fabshttps://stephenvantran.com/notes/2026-08-08-sk-hynix-memory-fabs/https://stephenvantran.com/notes/2026-08-08-sk-hynix-memory-fabs/Sat, 08 Aug 2026 14:21:00 GMTPre-commit gates lift self-evolving agents to 72%https://stephenvantran.com/notes/2026-08-08-skill-contamination-gates/https://stephenvantran.com/notes/2026-08-08-skill-contamination-gates/Sat, 08 Aug 2026 19:25:00 GMTSkillZip compresses agent skills 3.46xhttps://stephenvantran.com/notes/2026-08-08-skillzip-agent-skills/https://stephenvantran.com/notes/2026-08-08-skillzip-agent-skills/Sat, 08 Aug 2026 19:27:00 GMTSwitch files for a potential $10B IPOhttps://stephenvantran.com/notes/2026-08-08-switch-confidential-ipo/https://stephenvantran.com/notes/2026-08-08-switch-confidential-ipo/Sun, 09 Aug 2026 01:23:00 GMTTrajErrBench labels 486 failed agent runshttps://stephenvantran.com/notes/2026-08-08-trajdebug-agent-failures/https://stephenvantran.com/notes/2026-08-08-trajdebug-agent-failures/Sat, 08 Aug 2026 07:24:00 GMTTReNDS cuts error diagnosis below 60 secondshttps://stephenvantran.com/notes/2026-08-08-trends-root-cause-analysis/https://stephenvantran.com/notes/2026-08-08-trends-root-cause-analysis/Sat, 08 Aug 2026 07:22:00 GMTTutorMoments tests 7,280 AI-tutor attemptshttps://stephenvantran.com/notes/2026-08-08-tutormoments-ai-tutors/https://stephenvantran.com/notes/2026-08-08-tutormoments-ai-tutors/Sat, 08 Aug 2026 09:18:00 GMTTYTAN executes all 1,678 retrieval claimshttps://stephenvantran.com/notes/2026-08-08-tytan-semantic-schema/https://stephenvantran.com/notes/2026-08-08-tytan-semantic-schema/Sat, 08 Aug 2026 07:23:00 GMTTool schemas leave 12 rules uncheckedhttps://stephenvantran.com/notes/2026-08-08-unenforced-tool-schemas/https://stephenvantran.com/notes/2026-08-08-unenforced-tool-schemas/Sat, 08 Aug 2026 12:32:00 GMTVercel AI SDK restores agent timeoutshttps://stephenvantran.com/notes/2026-08-08-vercel-ai-agent-timeouts/https://stephenvantran.com/notes/2026-08-08-vercel-ai-agent-timeouts/Sat, 08 Aug 2026 11:26:00 GMTX cuts its creator-impression threshold 90%https://stephenvantran.com/notes/2026-08-08-x-original-content-rewards/https://stephenvantran.com/notes/2026-08-08-x-original-content-rewards/Sat, 08 Aug 2026 23:19:00 GMTAI-written C++ raises compute use up to 8%https://stephenvantran.com/notes/2026-08-09-ai-cpp-compute-overhead/https://stephenvantran.com/notes/2026-08-09-ai-cpp-compute-overhead/Mon, 10 Aug 2026 02:18:00 GMTA deadline cuts an AutoML win rate to 34.3%https://stephenvantran.com/notes/2026-08-09-automl-budget-audit/https://stephenvantran.com/notes/2026-08-09-automl-budget-audit/Mon, 10 Aug 2026 06:25:00 GMTChronoVision reaches 74.8% on visual time testshttps://stephenvantran.com/notes/2026-08-09-chronovision-temporal-reasoning/https://stephenvantran.com/notes/2026-08-09-chronovision-temporal-reasoning/Mon, 10 Aug 2026 00:17:00 GMTClaude Code defaults to auto mode August 14https://stephenvantran.com/notes/2026-08-09-claude-code-auto-mode-default/https://stephenvantran.com/notes/2026-08-09-claude-code-auto-mode-default/Sun, 09 Aug 2026 23:29:00 GMTCodex Bridge fixes two launch-blocking bugshttps://stephenvantran.com/notes/2026-08-09-codex-bridge-v112/https://stephenvantran.com/notes/2026-08-09-codex-bridge-v112/Sun, 09 Aug 2026 17:21:00 GMTOver 500 localities restrict data centershttps://stephenvantran.com/notes/2026-08-09-data-center-local-restrictions/https://stephenvantran.com/notes/2026-08-09-data-center-local-restrictions/Mon, 10 Aug 2026 01:19:00 GMTDataSpace caps data agents at 66.34%https://stephenvantran.com/notes/2026-08-09-dataspace-data-agent-benchmark/https://stephenvantran.com/notes/2026-08-09-dataspace-data-agent-benchmark/Mon, 10 Aug 2026 00:15:00 GMTAccidental demos collapse robot success to 1.2%https://stephenvantran.com/notes/2026-08-09-demo-quality-robot-policy/https://stephenvantran.com/notes/2026-08-09-demo-quality-robot-policy/Sun, 09 Aug 2026 12:24:00 GMTFinEvo-Bench gives Codex a 19.37-point gainhttps://stephenvantran.com/notes/2026-08-09-finevo-agent-evolution/https://stephenvantran.com/notes/2026-08-09-finevo-agent-evolution/Sun, 09 Aug 2026 14:18:00 GMTFinRank caps SEC retrieval at 44.8%https://stephenvantran.com/notes/2026-08-09-finrank-sec-retrieval/https://stephenvantran.com/notes/2026-08-09-finrank-sec-retrieval/Mon, 10 Aug 2026 06:24:00 GMTOnly 3% greatly trust AI financial guidancehttps://stephenvantran.com/notes/2026-08-09-gallup-ai-financial-guidance/https://stephenvantran.com/notes/2026-08-09-gallup-ai-financial-guidance/Sun, 09 Aug 2026 08:21:00 GMTDiffusionGemma retrains on under 10% of the tokenshttps://stephenvantran.com/notes/2026-08-09-diffusiongemma-training-budget/https://stephenvantran.com/notes/2026-08-09-diffusiongemma-training-budget/Mon, 10 Aug 2026 01:20:00 GMTHD Hyundai wins $673.8M data-center orderhttps://stephenvantran.com/notes/2026-08-09-hd-hyundai-data-center-power/https://stephenvantran.com/notes/2026-08-09-hd-hyundai-data-center-power/Mon, 10 Aug 2026 06:23:00 GMTIndia sets five priorities for AI in MedTechhttps://stephenvantran.com/notes/2026-08-09-india-ai-medtech-roadmap/https://stephenvantran.com/notes/2026-08-09-india-ai-medtech-roadmap/Sun, 09 Aug 2026 15:20:00 GMTKADATH locks agent evolution behind a kernelhttps://stephenvantran.com/notes/2026-08-09-kadath-agent-evolution-kernel/https://stephenvantran.com/notes/2026-08-09-kadath-agent-evolution-kernel/Sun, 09 Aug 2026 11:25:00 GMTllama.cpp puts seven agent tools behind Dockerhttps://stephenvantran.com/notes/2026-08-09-llama-cpp-docker-tool-isolation/https://stephenvantran.com/notes/2026-08-09-llama-cpp-docker-tool-isolation/Sun, 09 Aug 2026 11:21:00 GMTLongHorizonOS records 120 crash-recovery passeshttps://stephenvantran.com/notes/2026-08-09-longhorizonos-crash-recovery/https://stephenvantran.com/notes/2026-08-09-longhorizonos-crash-recovery/Sun, 09 Aug 2026 19:22:00 GMTOnly 7% of AI leaders can show established ROIhttps://stephenvantran.com/notes/2026-08-09-kpmg-ai-roi-visibility/https://stephenvantran.com/notes/2026-08-09-kpmg-ai-roi-visibility/Sun, 09 Aug 2026 08:23:00 GMTNine in ten firms report no AI productivity impacthttps://stephenvantran.com/notes/2026-08-09-nber-ai-productivity-impact/https://stephenvantran.com/notes/2026-08-09-nber-ai-productivity-impact/Sun, 09 Aug 2026 08:22:00 GMTNotion buys ZeroEntropy after an 85% latency cuthttps://stephenvantran.com/notes/2026-08-09-notion-zeroentropy-acquisition/https://stephenvantran.com/notes/2026-08-09-notion-zeroentropy-acquisition/Sun, 09 Aug 2026 13:10:00 GMTLivePlan lifts coding-agent resolution 15.2% for $0.08https://stephenvantran.com/notes/2026-08-09-liveplan-agent-steering/https://stephenvantran.com/notes/2026-08-09-liveplan-agent-steering/Mon, 10 Aug 2026 02:17:00 GMTDatabricks harness lifts grounded reasoning 24 pointshttps://stephenvantran.com/notes/2026-08-09-officeqa-pro-v2-harness/https://stephenvantran.com/notes/2026-08-09-officeqa-pro-v2-harness/Mon, 10 Aug 2026 02:20:00 GMTOpenClaw cancels a stranger's gym bookinghttps://stephenvantran.com/notes/2026-08-09-openclaw-gym-waitlist/https://stephenvantran.com/notes/2026-08-09-openclaw-gym-waitlist/Mon, 10 Aug 2026 01:18:00 GMTnoRecognition beats 11 camera detectorshttps://stephenvantran.com/notes/2026-08-09-norecognition-camera-patterns/https://stephenvantran.com/notes/2026-08-09-norecognition-camera-patterns/Sun, 09 Aug 2026 15:23:00 GMTOrchestraBench finds three unrecoverable fault modeshttps://stephenvantran.com/notes/2026-08-09-orchestrabench-agent-recovery/https://stephenvantran.com/notes/2026-08-09-orchestrabench-agent-recovery/Sun, 09 Aug 2026 14:22:00 GMTPi extension records zero GPT search turnshttps://stephenvantran.com/notes/2026-08-09-pi-gpt-search/https://stephenvantran.com/notes/2026-08-09-pi-gpt-search/Sun, 09 Aug 2026 19:20:00 GMTRoleplay redirects a robot policy in 44 of 50 testshttps://stephenvantran.com/notes/2026-08-09-provael-vla-red-team/https://stephenvantran.com/notes/2026-08-09-provael-vla-red-team/Sun, 09 Aug 2026 12:20:00 GMTPhysical signs hijack robot planners 29.4%https://stephenvantran.com/notes/2026-08-09-physical-prompt-injection-robots/https://stephenvantran.com/notes/2026-08-09-physical-prompt-injection-robots/Sun, 09 Aug 2026 09:19:00 GMTQ-Route opens 100 quantum-routing caseshttps://stephenvantran.com/notes/2026-08-09-q-route-quantum-benchmark/https://stephenvantran.com/notes/2026-08-09-q-route-quantum-benchmark/Sun, 09 Aug 2026 11:23:00 GMTTen percent poison corrupts 91% of evolved skillshttps://stephenvantran.com/notes/2026-08-09-poisonedevolution-agent-skills/https://stephenvantran.com/notes/2026-08-09-poisonedevolution-agent-skills/Sun, 09 Aug 2026 09:20:00 GMTQaDiT opens a 159M-parameter audio baselinehttps://stephenvantran.com/notes/2026-08-09-qadit-audio-baseline/https://stephenvantran.com/notes/2026-08-09-qadit-audio-baseline/Sun, 09 Aug 2026 12:22:00 GMTREAD beats dense retrieval by 43.1 pointshttps://stephenvantran.com/notes/2026-08-09-read-financial-retrieval/https://stephenvantran.com/notes/2026-08-09-read-financial-retrieval/Sun, 09 Aug 2026 14:20:00 GMTIllinois county files 10 synthetic-image chargeshttps://stephenvantran.com/notes/2026-08-09-rock-island-synthetic-abuse-case/https://stephenvantran.com/notes/2026-08-09-rock-island-synthetic-abuse-case/Mon, 10 Aug 2026 03:21:00 GMTSkill-aware judging lifts rollout success to 45.5%https://stephenvantran.com/notes/2026-08-09-skilltv-agent-judges/https://stephenvantran.com/notes/2026-08-09-skilltv-agent-judges/Sun, 09 Aug 2026 09:21:00 GMTSource Foundry gets another $400Mhttps://stephenvantran.com/notes/2026-08-09-source-foundry-investment/https://stephenvantran.com/notes/2026-08-09-source-foundry-investment/Sun, 09 Aug 2026 23:27:00 GMTAI crawlers receive sponsored FAQ copyhttps://stephenvantran.com/notes/2026-08-10-ai-crawler-sponsored-faqs/https://stephenvantran.com/notes/2026-08-10-ai-crawler-sponsored-faqs/Tue, 11 Aug 2026 04:12:00 GMTW2-VLA keeps robot control above 80 Hzhttps://stephenvantran.com/notes/2026-08-09-world-to-wrist-robot-control/https://stephenvantran.com/notes/2026-08-09-world-to-wrist-robot-control/Mon, 10 Aug 2026 00:19:00 GMT5C secures $1.4B for AI data centershttps://stephenvantran.com/notes/2026-08-10-5c-ai-data-center-financing/https://stephenvantran.com/notes/2026-08-10-5c-ai-data-center-financing/Mon, 10 Aug 2026 19:02:00 GMTArcher adds Boeing's $200M defense businesshttps://stephenvantran.com/notes/2026-08-10-archer-boeing-physical-ai/https://stephenvantran.com/notes/2026-08-10-archer-boeing-physical-ai/Tue, 11 Aug 2026 01:05:00 GMTAureka raises $100M for a biology modelhttps://stephenvantran.com/notes/2026-08-10-aureka-biological-world-model/https://stephenvantran.com/notes/2026-08-10-aureka-biological-world-model/Tue, 11 Aug 2026 02:16:00 GMTAutoPrune removes 94.4% of visual tokenshttps://stephenvantran.com/notes/2026-08-10-autoprune-visual-tokens/https://stephenvantran.com/notes/2026-08-10-autoprune-visual-tokens/Mon, 10 Aug 2026 13:26:00 GMTBlast Radius cuts coding-agent tokens up to 26%https://stephenvantran.com/notes/2026-08-10-blast-radius-context-eviction/https://stephenvantran.com/notes/2026-08-10-blast-radius-context-eviction/Mon, 10 Aug 2026 10:24:00 GMTCalifornia gives every agency an AI cyber officerhttps://stephenvantran.com/notes/2026-08-10-california-ai-cyber-defense/https://stephenvantran.com/notes/2026-08-10-california-ai-cyber-defense/Mon, 10 Aug 2026 22:21:00 GMTBose puts 1,250 engineers behind AI audiohttps://stephenvantran.com/notes/2026-08-10-bose-ai-audio-tech/https://stephenvantran.com/notes/2026-08-10-bose-ai-audio-tech/Tue, 11 Aug 2026 06:05:00 GMTChatGPT Business prices Premium seats at $125https://stephenvantran.com/notes/2026-08-10-chatgpt-business-premium-seats/https://stephenvantran.com/notes/2026-08-10-chatgpt-business-premium-seats/Mon, 10 Aug 2026 21:09:00 GMTClaude lifts a Riemann-zero bound to 67.2%https://stephenvantran.com/notes/2026-08-10-claude-riemann-zeta-bound/https://stephenvantran.com/notes/2026-08-10-claude-riemann-zeta-bound/Tue, 11 Aug 2026 04:09:00 GMTCloudflare runtime exposes five agent isolation flawshttps://stephenvantran.com/notes/2026-08-10-cloudflare-workerd-agent-isolation/https://stephenvantran.com/notes/2026-08-10-cloudflare-workerd-agent-isolation/Tue, 11 Aug 2026 03:14:00 GMTCoBa cuts reasoning tokens 58.9%https://stephenvantran.com/notes/2026-08-10-coba-reasoning-tokens/https://stephenvantran.com/notes/2026-08-10-coba-reasoning-tokens/Mon, 10 Aug 2026 13:28:00 GMTCNCF puts 66% of GenAI workloads on Kuberneteshttps://stephenvantran.com/notes/2026-08-10-cncf-kubernetes-ai-workloads/https://stephenvantran.com/notes/2026-08-10-cncf-kubernetes-ai-workloads/Tue, 11 Aug 2026 06:10:00 GMTCopilot web chat exposes 2 token quotashttps://stephenvantran.com/notes/2026-08-10-copilot-web-token-quotas/https://stephenvantran.com/notes/2026-08-10-copilot-web-token-quotas/Mon, 10 Aug 2026 16:02:25 GMTCoding agents turn GitHub issues into CI riskhttps://stephenvantran.com/notes/2026-08-10-coding-agents-ci-secrets/https://stephenvantran.com/notes/2026-08-10-coding-agents-ci-secrets/Tue, 11 Aug 2026 03:17:00 GMTCoreBreak exposes 4 agent-tool bypasseshttps://stephenvantran.com/notes/2026-08-10-corebreak-agent-tool-bypasses/https://stephenvantran.com/notes/2026-08-10-corebreak-agent-tool-bypasses/Tue, 11 Aug 2026 04:15:00 GMTCorma raises $60M for defensive cyber AIhttps://stephenvantran.com/notes/2026-08-10-corma-defensive-cyber/https://stephenvantran.com/notes/2026-08-10-corma-defensive-cyber/Tue, 11 Aug 2026 01:08:00 GMTDecart nears a reported $6B to $7B salehttps://stephenvantran.com/notes/2026-08-10-decart-sale-talks/https://stephenvantran.com/notes/2026-08-10-decart-sale-talks/Mon, 10 Aug 2026 07:23:00 GMTDimensions puts 430M records behind MCPhttps://stephenvantran.com/notes/2026-08-10-dimensions-mcp-research-data/https://stephenvantran.com/notes/2026-08-10-dimensions-mcp-research-data/Mon, 10 Aug 2026 22:24:00 GMTDocker Sandboxes governs MCP across coding agentshttps://stephenvantran.com/notes/2026-08-10-docker-sandboxes-mcp-governance/https://stephenvantran.com/notes/2026-08-10-docker-sandboxes-mcp-governance/Mon, 10 Aug 2026 14:25:00 GMTChip-material agents make thousands of guesses dailyhttps://stephenvantran.com/notes/2026-08-10-discovered-materials-chip-search/https://stephenvantran.com/notes/2026-08-10-discovered-materials-chip-search/Mon, 10 Aug 2026 13:30:00 GMTDYNA-2 trains on 1 million hours of human videohttps://stephenvantran.com/notes/2026-08-10-dyna-2-human-video/https://stephenvantran.com/notes/2026-08-10-dyna-2-human-video/Mon, 10 Aug 2026 17:12:00 GMTElectronX opens 60% of US load to brokered hedginghttps://stephenvantran.com/notes/2026-08-10-electronx-power-hedging/https://stephenvantran.com/notes/2026-08-10-electronx-power-hedging/Mon, 10 Aug 2026 20:12:00 GMTFisher-R1 lifts statistical agent reliability 21%https://stephenvantran.com/notes/2026-08-10-fisher-r1-statistical-agents/https://stephenvantran.com/notes/2026-08-10-fisher-r1-statistical-agents/Tue, 11 Aug 2026 00:18:00 GMTFM buys physics-based wildfire AIhttps://stephenvantran.com/notes/2026-08-10-fm-fortressfire-wildfire-intelligence/https://stephenvantran.com/notes/2026-08-10-fm-fortressfire-wildfire-intelligence/Mon, 10 Aug 2026 23:26:00 GMTFord targets 8M owners with its AI assistanthttps://stephenvantran.com/notes/2026-08-10-ford-ai-assistant/https://stephenvantran.com/notes/2026-08-10-ford-ai-assistant/Mon, 10 Aug 2026 15:24:00 GMTGlobal AI raises $441M for sovereign computehttps://stephenvantran.com/notes/2026-08-10-global-ai-sovereign-financing/https://stephenvantran.com/notes/2026-08-10-global-ai-sovereign-financing/Mon, 10 Aug 2026 19:04:00 GMTGoogle puts three agent surfaces into marketinghttps://stephenvantran.com/notes/2026-08-10-google-marketing-advisors/https://stephenvantran.com/notes/2026-08-10-google-marketing-advisors/Mon, 10 Aug 2026 15:22:00 GMTJanus v1.0 ships on three desktop platformshttps://stephenvantran.com/notes/2026-08-10-janus-agent-laboratory/https://stephenvantran.com/notes/2026-08-10-janus-agent-laboratory/Mon, 10 Aug 2026 12:28:00 GMTIntel seeks $15B as AI demand pulls on its fabshttps://stephenvantran.com/notes/2026-08-10-intel-stock-offering/https://stephenvantran.com/notes/2026-08-10-intel-stock-offering/Mon, 10 Aug 2026 20:10:00 GMTLophius opens six model-inspection viewshttps://stephenvantran.com/notes/2026-08-10-lophius-model-workbench/https://stephenvantran.com/notes/2026-08-10-lophius-model-workbench/Mon, 10 Aug 2026 12:27:00 GMTMeta promises free superintelligence to billionshttps://stephenvantran.com/notes/2026-08-10-meta-free-superintelligence/https://stephenvantran.com/notes/2026-08-10-meta-free-superintelligence/Mon, 10 Aug 2026 10:22:00 GMTSol clears 43.3% of Model ML's finance gatehttps://stephenvantran.com/notes/2026-08-10-model-ml-finance-benchmark/https://stephenvantran.com/notes/2026-08-10-model-ml-finance-benchmark/Mon, 10 Aug 2026 15:20:00 GMTMeta fits a 30B agent model into 24GBhttps://stephenvantran.com/notes/2026-08-10-meta-muse-glimmer-local-agent/https://stephenvantran.com/notes/2026-08-10-meta-muse-glimmer-local-agent/Mon, 10 Aug 2026 11:20:00 GMTNdotLight raises KRW15B for physical-AI datahttps://stephenvantran.com/notes/2026-08-10-ndotlight-physical-ai-data/https://stephenvantran.com/notes/2026-08-10-ndotlight-physical-ai-data/Tue, 11 Aug 2026 06:00:00 GMTNiyam-AI makes agent guardrails verifiablehttps://stephenvantran.com/notes/2026-08-10-niyam-ai-verifiable-guardrails/https://stephenvantran.com/notes/2026-08-10-niyam-ai-verifiable-guardrails/Tue, 11 Aug 2026 00:15:00 GMTNovo Nordisk makes AWS its primary AI partnerhttps://stephenvantran.com/notes/2026-08-10-novo-nordisk-aws-ai-hub/https://stephenvantran.com/notes/2026-08-10-novo-nordisk-aws-ai-hub/Mon, 10 Aug 2026 14:35:00 GMTNvidia's $500B compute finance bet holdshttps://stephenvantran.com/notes/2026-08-10-nvidia-compute-financing-platform/https://stephenvantran.com/notes/2026-08-10-nvidia-compute-financing-platform/Mon, 10 Aug 2026 22:18:00 GMTOpenAI gives GPT-5.6-Cyber a 95% completion ratehttps://stephenvantran.com/notes/2026-08-10-openai-daybreak-cyber/https://stephenvantran.com/notes/2026-08-10-openai-daybreak-cyber/Mon, 10 Aug 2026 20:08:00 GMTOpenAI finance targets a zero-day closehttps://stephenvantran.com/notes/2026-08-10-openai-zero-day-finance-close/https://stephenvantran.com/notes/2026-08-10-openai-zero-day-finance-close/Mon, 10 Aug 2026 23:26:00 GMTPi from Scratch rebuilds an agent in 765 lineshttps://stephenvantran.com/notes/2026-08-10-pi-from-scratch/https://stephenvantran.com/notes/2026-08-10-pi-from-scratch/Mon, 10 Aug 2026 12:26:00 GMTSAIHEAT gives Canopy Wave 78% voting controlhttps://stephenvantran.com/notes/2026-08-10-saiheat-canopy-wave-inference/https://stephenvantran.com/notes/2026-08-10-saiheat-canopy-wave-inference/Mon, 10 Aug 2026 23:20:00 GMTOpenAI completes a $7B employee tenderhttps://stephenvantran.com/notes/2026-08-10-openai-employee-tender/https://stephenvantran.com/notes/2026-08-10-openai-employee-tender/Tue, 11 Aug 2026 02:10:00 GMTScientific agent scaffolding cuts scores 6.7 pointshttps://stephenvantran.com/notes/2026-08-10-scientific-agent-scaffolding/https://stephenvantran.com/notes/2026-08-10-scientific-agent-scaffolding/Mon, 10 Aug 2026 21:10:00 GMTNvidia Magpie starts speech in 32 millisecondshttps://stephenvantran.com/notes/2026-08-10-nvidia-magpie-tts-latency/https://stephenvantran.com/notes/2026-08-10-nvidia-magpie-tts-latency/Mon, 10 Aug 2026 17:11:00 GMTSciReview makes 100 errors pass a precision gatehttps://stephenvantran.com/notes/2026-08-10-scireview-false-positive-gate/https://stephenvantran.com/notes/2026-08-10-scireview-false-positive-gate/Mon, 10 Aug 2026 21:11:00 GMTSila lands a $1.4B Pentagon battery loanhttps://stephenvantran.com/notes/2026-08-10-sila-pentagon-loan/https://stephenvantran.com/notes/2026-08-10-sila-pentagon-loan/Tue, 11 Aug 2026 02:13:00 GMTSkillProx lifts agent accuracy 3 pointshttps://stephenvantran.com/notes/2026-08-10-skillprox-agent-skills/https://stephenvantran.com/notes/2026-08-10-skillprox-agent-skills/Tue, 11 Aug 2026 00:12:00 GMTTEPA keeps agent memory at 95% through reversalshttps://stephenvantran.com/notes/2026-08-10-tepa-memory-revocation/https://stephenvantran.com/notes/2026-08-10-tepa-memory-revocation/Mon, 10 Aug 2026 10:23:00 GMTtl;dv leaves 181,874 meeting records exposedhttps://stephenvantran.com/notes/2026-08-10-tldv-meeting-metadata-exposure/https://stephenvantran.com/notes/2026-08-10-tldv-meeting-metadata-exposure/Mon, 10 Aug 2026 14:26:00 GMTwebAI puts a 3B logic model on consumer hardwarehttps://stephenvantran.com/notes/2026-08-10-webai-twil-logic-model/https://stephenvantran.com/notes/2026-08-10-webai-twil-logic-model/Mon, 10 Aug 2026 17:13:00 GMTWorker AI use reaches 62% as guidance lagshttps://stephenvantran.com/notes/2026-08-10-worker-ai-guidance-gap/https://stephenvantran.com/notes/2026-08-10-worker-ai-guidance-gap/Mon, 10 Aug 2026 19:06:00 GMTBDH-CQ reaches ARC-AGI at $0.0007 a taskhttps://stephenvantran.com/notes/2026-08-11-bdh-cq-arc-efficiency/https://stephenvantran.com/notes/2026-08-11-bdh-cq-arc-efficiency/Tue, 11 Aug 2026 11:58:00 GMTAMIE tests 300 video consultationshttps://stephenvantran.com/notes/2026-08-11-amie-video-consultations/https://stephenvantran.com/notes/2026-08-11-amie-video-consultations/Wed, 12 Aug 2026 00:32:00 GMTAutonomous CTF agents finish second overallhttps://stephenvantran.com/notes/2026-08-11-autonomous-ctf-agents/https://stephenvantran.com/notes/2026-08-11-autonomous-ctf-agents/Wed, 12 Aug 2026 00:35:00 GMTAmazon hides product names from order emailshttps://stephenvantran.com/notes/2026-08-11-amazon-order-email-redaction/https://stephenvantran.com/notes/2026-08-11-amazon-order-email-redaction/Tue, 11 Aug 2026 14:06:00 GMTChatGPT Ads expand to five more marketshttps://stephenvantran.com/notes/2026-08-11-chatgpt-ads-five-markets/https://stephenvantran.com/notes/2026-08-11-chatgpt-ads-five-markets/Tue, 11 Aug 2026 17:04:00 GMTChatGPT desktop reaches five Linux releaseshttps://stephenvantran.com/notes/2026-08-11-chatgpt-linux-desktop/https://stephenvantran.com/notes/2026-08-11-chatgpt-linux-desktop/Wed, 12 Aug 2026 01:35:00 GMTClaude adds two invisible marks to AI outputhttps://stephenvantran.com/notes/2026-08-11-claude-invisible-watermarks/https://stephenvantran.com/notes/2026-08-11-claude-invisible-watermarks/Tue, 11 Aug 2026 13:13:00 GMTGitHub exposes four Copilot token bucketshttps://stephenvantran.com/notes/2026-08-11-copilot-token-breakdown/https://stephenvantran.com/notes/2026-08-11-copilot-token-breakdown/Tue, 11 Aug 2026 17:06:00 GMTCoreWeave backlog reaches $104Bhttps://stephenvantran.com/notes/2026-08-11-coreweave-backlog/https://stephenvantran.com/notes/2026-08-11-coreweave-backlog/Wed, 12 Aug 2026 02:42:00 GMTCortical Labs keeps 1M neurons alive for six monthshttps://stephenvantran.com/notes/2026-08-11-cortical-labs-biological-computer/https://stephenvantran.com/notes/2026-08-11-cortical-labs-biological-computer/Tue, 11 Aug 2026 11:16:00 GMTEncrypted traces expose 367 privacy artifactshttps://stephenvantran.com/notes/2026-08-11-encrypted-reasoning-trace-leak/https://stephenvantran.com/notes/2026-08-11-encrypted-reasoning-trace-leak/Tue, 11 Aug 2026 12:04:00 GMTEchovane raises $1M for AI market researchhttps://stephenvantran.com/notes/2026-08-11-echovane-market-research/https://stephenvantran.com/notes/2026-08-11-echovane-market-research/Tue, 11 Aug 2026 11:10:00 GMTEdgify raises $9M for edge AIhttps://stephenvantran.com/notes/2026-08-11-edgify-edge-ai-funding/https://stephenvantran.com/notes/2026-08-11-edgify-edge-ai-funding/Tue, 11 Aug 2026 07:06:00 GMTEnergy Vault signs 1.25 GW AI dealhttps://stephenvantran.com/notes/2026-08-11-energy-vault-ai-infrastructure/https://stephenvantran.com/notes/2026-08-11-energy-vault-ai-infrastructure/Wed, 12 Aug 2026 02:36:00 GMTGemini app crosses one billion usershttps://stephenvantran.com/notes/2026-08-11-gemini-app-billion-monthly-users/https://stephenvantran.com/notes/2026-08-11-gemini-app-billion-monthly-users/Tue, 11 Aug 2026 19:01:00 GMTGrok Bot prices persistent agents at $120https://stephenvantran.com/notes/2026-08-11-grok-bot-persistent-agents/https://stephenvantran.com/notes/2026-08-11-grok-bot-persistent-agents/Tue, 11 Aug 2026 23:36:00 GMTIBM and Together AI sign $240M inference dealhttps://stephenvantran.com/notes/2026-08-11-ibm-together-inference-cluster/https://stephenvantran.com/notes/2026-08-11-ibm-together-inference-cluster/Tue, 11 Aug 2026 16:13:00 GMTApple tests iPhone photo provenance in iOS 27https://stephenvantran.com/notes/2026-08-11-iphone-reference-image/https://stephenvantran.com/notes/2026-08-11-iphone-reference-image/Tue, 11 Aug 2026 18:08:00 GMTJetBrains sees AI spend rise tenfoldhttps://stephenvantran.com/notes/2026-08-11-jetbrains-ai-spend-control/https://stephenvantran.com/notes/2026-08-11-jetbrains-ai-spend-control/Tue, 11 Aug 2026 08:15:00 GMTLiteLLM breach potentially touched 434K pipelineshttps://stephenvantran.com/notes/2026-08-11-litellm-supply-chain-exposure/https://stephenvantran.com/notes/2026-08-11-litellm-supply-chain-exposure/Tue, 11 Aug 2026 12:01:00 GMTMAI-Code-1.1-Flash cuts Copilot list price 73%https://stephenvantran.com/notes/2026-08-11-mai-code-1-1-flash-copilot/https://stephenvantran.com/notes/2026-08-11-mai-code-1-1-flash-copilot/Tue, 11 Aug 2026 19:05:00 GMTLTX-2.5 renders 10 seconds in 6.8 secondshttps://stephenvantran.com/notes/2026-08-11-ltx-2-5-open-video/https://stephenvantran.com/notes/2026-08-11-ltx-2-5-open-video/Tue, 11 Aug 2026 16:16:00 GMTManus returns independent after $2B Meta dealhttps://stephenvantran.com/notes/2026-08-11-manus-independent-again/https://stephenvantran.com/notes/2026-08-11-manus-independent-again/Tue, 11 Aug 2026 17:02:00 GMTMistral plans 1 GW of European AI computehttps://stephenvantran.com/notes/2026-08-11-mistral-european-compute/https://stephenvantran.com/notes/2026-08-11-mistral-european-compute/Tue, 11 Aug 2026 16:10:00 GMTMojo reaches 1.0 after 1,100 pull requestshttps://stephenvantran.com/notes/2026-08-11-mojo-1-0/https://stephenvantran.com/notes/2026-08-11-mojo-1-0/Wed, 12 Aug 2026 01:38:00 GMTNeedle 2 fits an agentic LLM in 14MBhttps://stephenvantran.com/notes/2026-08-11-needle-2-on-device-agent/https://stephenvantran.com/notes/2026-08-11-needle-2-on-device-agent/Tue, 11 Aug 2026 08:12:00 GMTNoosphere Labs raises $10.25M in stealthhttps://stephenvantran.com/notes/2026-08-11-noosphere-labs-physical-ai/https://stephenvantran.com/notes/2026-08-11-noosphere-labs-physical-ai/Wed, 12 Aug 2026 02:39:00 GMTNvidia targets sub-300ms voice agentshttps://stephenvantran.com/notes/2026-08-11-nvidia-nemotron-voicechat/https://stephenvantran.com/notes/2026-08-11-nvidia-nemotron-voicechat/Tue, 11 Aug 2026 10:10:00 GMTNVIDIA opens a 30B model router stackhttps://stephenvantran.com/notes/2026-08-11-nvidia-nemotron-switchyard/https://stephenvantran.com/notes/2026-08-11-nvidia-nemotron-switchyard/Tue, 11 Aug 2026 23:34:00 GMTMultilingual agents lose up to 18.4 pointshttps://stephenvantran.com/notes/2026-08-11-omnilingualgaia2-agent-gap/https://stephenvantran.com/notes/2026-08-11-omnilingualgaia2-agent-gap/Tue, 11 Aug 2026 15:13:00 GMTOVHcloud warns of 87% server hikeshttps://stephenvantran.com/notes/2026-08-11-ovhcloud-server-price-hikes/https://stephenvantran.com/notes/2026-08-11-ovhcloud-server-price-hikes/Tue, 11 Aug 2026 23:38:00 GMTRiver AI raises $1.1B out of stealthhttps://stephenvantran.com/notes/2026-08-11-river-ai-1-1b-round/https://stephenvantran.com/notes/2026-08-11-river-ai-1-1b-round/Tue, 11 Aug 2026 19:03:00 GMTNVIDIA targets $500B for AI infrastructurehttps://stephenvantran.com/notes/2026-08-11-nvidia-compute-financing/https://stephenvantran.com/notes/2026-08-11-nvidia-compute-financing/Wed, 12 Aug 2026 00:38:00 GMTOpenAI loses its former COO after eight yearshttps://stephenvantran.com/notes/2026-08-11-openai-lightcap-departure/https://stephenvantran.com/notes/2026-08-11-openai-lightcap-departure/Tue, 11 Aug 2026 18:10:00 GMTSHE cuts agent attack success rates 3.1xhttps://stephenvantran.com/notes/2026-08-11-safety-harness-evolution/https://stephenvantran.com/notes/2026-08-11-safety-harness-evolution/Tue, 11 Aug 2026 08:18:00 GMTAI maps 766 genes linked to schizophreniahttps://stephenvantran.com/notes/2026-08-11-schizophrenia-gene-network/https://stephenvantran.com/notes/2026-08-11-schizophrenia-gene-network/Tue, 11 Aug 2026 11:13:00 GMTSpotify keeps AI Personas out of recommendationshttps://stephenvantran.com/notes/2026-08-11-spotify-ai-persona-filter/https://stephenvantran.com/notes/2026-08-11-spotify-ai-persona-filter/Tue, 11 Aug 2026 13:16:00 GMTSWE-Bench ProMax caps agents at 41.2%https://stephenvantran.com/notes/2026-08-11-swe-bench-promax/https://stephenvantran.com/notes/2026-08-11-swe-bench-promax/Wed, 12 Aug 2026 01:41:00 GMTTCS-BENCH gives proof verifiers 90% accuracyhttps://stephenvantran.com/notes/2026-08-11-tcs-bench-proof-verification/https://stephenvantran.com/notes/2026-08-11-tcs-bench-proof-verification/Tue, 11 Aug 2026 15:07:00 GMTZoom patches an AI-assisted flaw rated 8.3https://stephenvantran.com/notes/2026-08-11-zoomsday-ai-patch/https://stephenvantran.com/notes/2026-08-11-zoomsday-ai-patch/Tue, 11 Aug 2026 18:06:00 GMTTRACE attributes 72.7% of agent failureshttps://stephenvantran.com/notes/2026-08-11-trace-agent-context-debugging/https://stephenvantran.com/notes/2026-08-11-trace-agent-context-debugging/Tue, 11 Aug 2026 15:10:00 GMT