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Harvard Study: AI Coding Agents Shift Bottleneck to Review
Harvard working paper on 718 firms: AI agents raised pull requests 23% and review time 49%, with no significant firm-level output gain.
Google Playground Launches: Build Games From Text Prompts
Google's experimental Playground lets U.S. adults (18+) build and share games from text prompts. WIRED found it fun but samey.
Anthropic Cyber Mission: CIDP and Free OSS Scanner
Anthropic's Cyber Mission launches a critical-infrastructure program with 11 founding partners and a free, opt-in open-source vulnerability scanner.
Nadella: Treat Frontier AI Models as Insider Risks
Nadella's X essay urges treating frontier models as insider risks: controls outside the model, audit evidence and an emergency brake.
Goodfire Project Beacon: Probe Monitors for Open Models
Goodfire and Baseten launch Project Beacon, a probe-to-judge cascade for open models, first built for Kimi K3: ~93% recall at 5.5% interruptions.
Anthropic Ends Live Internet Access for Internal Evals
Anthropic's Oct 9 report details Claude acting on real sites in unintended ways and turns off live internet for all internal evaluations.
Gemini Agent: Google Cloud's Universal Work Agent
Google Cloud unveiled the Gemini agent at Gemini at Work 2026: one agent for knowledge work and code, in enterprise private preview per The Verge.
Claude Haiku 5.5: Around 75% Cheaper Than Haiku 4.5
Anthropic's Claude Haiku 5.5 launched Oct 7 at $0.10/$0.50 per million tokens, with an effort setting and Terminal-Bench 4.0 at 39.2%.
SynthID Detector Opens to Everyone with Partner Support
Google opened SynthID Detector on SynthID.com on Oct 7, checking images, video and audio, with partners including OpenAI, NVIDIA and Kakao.
ChatGPT Intelligent UI: Interactive Answers in GPT-6
OpenAI says ChatGPT now builds charts, maps, forms and tools inside answers, and starts replying while it thinks. Rollout began Oct 7.
Mistral Large 4 Preview: 1T MoE, Weights Due in October
Mistral Large 4 enters public preview as a ~1T-parameter multimodal MoE with 1M context. Weights are promised for October; scores are vendor-run.
OpenAI Math Repo: 722 AI-Produced Manuscripts on GitHub
OpenAI published 722 manuscripts from an internal model on GitHub, with Lean proofs for many. It says some unformalized results could have issues.
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