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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.…
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Takeaway: Anthropic’s Messages API now has message threads in public beta (noted in the Claude Platform release notes for Nov 2, 2026). Agents send the full conversation once with thread: {type: “create”}, then only new messages plus the previous response id with thread: {type: “continue”, previous_message_id}. Anthropic reports median time to first token (TTFT) about…
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OpenAI is merging ChatGPT’s Chat and Work tabs into one experience for select users first. Codex stays separate; no wide-release date yet.
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Meituan LongCat-2.5 (1.6T MoE, ~48B active) targets long-horizon agentic coding with native multimodal tokens. Chat and API live now at longcat.ai; GitHub/HF weights planned. Competitive Terminal Bench v2.1 (88.4 Meituan-reported) without overclaiming vs Claude-Opus-5.
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GitHub Copilot’s connected cloud sessions (Oct 28, 2026) span web, Mobile, CLI, app, VS Code, Slack, and Teams with default cloud sandboxes and snapshot resume. Sandbox billing starts November 2026 from the shared Actions entitlement. GitHub-verified MCP connectors (~26 services) are in public preview.
