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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.
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Vercel Labs agent-desktop gives coding agents desktop computer-use via OS accessibility trees—not screenshots. Install, refs loop, platforms, and how it differs from vision computer-use.
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Takeaway: OpenAI’s card and device limits are privacy and security protections that can block a new ChatGPT purchase or stop a paid account from working on a specific device. The ChatGPT device limit reached warning means that paid account cannot be used on this device — even if checkout succeeded and the subscription worked at…
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DeepSeek open-sourced dsh-superagent-prototype—an MIT research coding agent for one GitHub repo via DeepSeek Harness. Router–Worker design, observe-mode defaults, not a shipped product.
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Starting December 2026, OpenAI merges Plus/Pro/Business ChatGPT and Codex usage into one shared token pool. Instant chat stays off-meter; Settings → Usage shows the combined reset.
