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OpenAI’s Nov 4 research post details an autonomous cyber pipeline that validated 948 unique Linux local privilege escalations and generated candidate patches for ~$1.2M in API credits.
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SpaceXSI turns on invisible Grok API text watermarking by default November 7, 2026 for seven models under the EU AI Act. No code change; check x-watermark; admins can opt out.
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OpenAI will acquire Pierre Computer Company (Nov 4, 2026) to bring Code Storage and open-source Trees/Diffs/Highlights — already used in Codex — deeper into Git workflows for developers and coding agents. Deal not closed; price undisclosed.
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Advocate General Szpunar’s Like Company (C-250/25) Opinion: LLM training questions inadmissible / largely TDM; RAG chatbot reuse of press may infringe Article 15 CDSMD when access is unlawful or answers substitute the original.
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Anthropic open-sourced FlashProve, a zkSNARK research prototype for provable inference — cryptographic proofs that a committed model produced a reply, without revealing weights.
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OpenAI’s Adam Fry says ChatGPT’s search-like query volume is roughly one-fifth of Google’s. Here’s what the 20% claim measures — and why referral traffic still looks very different.
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Google will turn Gemini, Gemini Notebook, Gemini in Classroom, and Google Search off by default for K-12 student accounts until admins opt in — plus Guided Learning in Classroom (global) and a Search pilot later this month.
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OpenAI’s Grid Protectors Program (Nov 2, 2026) frames AI campuses as flexible grid load. Georgia Effingham pilot: up to 1,000 MW demand response (~700k households), full cost pay, ~$950M savings context from 2029.
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Takeaway: On Nov 2, 2026, OpenAI detailed Pando — a new Git backend for its monorepo that keeps the Git protocol and client intact while redesigning how packs and refs are stored and served. Codex-driven parallel work had pushed reliability below 90% at times; Pando targets horizontally scalable concurrent branch pushes and maximum read throughput.…









