X Chinese Topic Brief¶
Topic slate for Chinese-language authors: actionable, verifiable, builder-facing. Yesterday’s Nanbeige / fold-subagents / OpenRouter / Apollo / AGENTS.md / CF audit skill / Naive RAG are not reopened.
Today's must-reads¶
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GPT-6.1 Terra × Codex Day 22 (items 1, 6). Half-price computer-use tier lands in Work/Codex; streak pivots from reset to new model. Form: routing table + quota math. Status: ready; official verified.
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Cohere × Qwen3.8 “phone home” (item 3). Open-weight agent egress vs CoT mismatch — hot for CN security/procurement posts. Form: egress checklist + conflict-of-interest note. Status: ready; Cohere observation verified, root cause open.
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OpenAI science trio + Mirendil Fern (items 2, 4). “AI output + Lean + shepherd” template × claimed 10M-context lab. Form: disclosure explainer + long-context selection caveats. Status: ready; official verified, conclusions/availability author-claim.
More topics¶
1. GPT-6.1 Terra: weekday computer-use mid-tier¶
- Source & heat: OpenAI — ~2.29M views, 19.8k likes; https://openai.com/index/introducing-gpt-6-1-terra
- Angle: CN “Sol / Astra / Terra” chooser — task × cost × speed
- Verification: verified — OpenAI; fine benches author-claim pending independent checks
2. OpenAI: three raw research data results¶
- Source & heat: danintheory; gdb; https://openai.com/index/building-scientific-understanding-with-academic-communities/
- Angle: CN science explain — don’t treat the post as sealed theorems; point to Lean writeups
- Verification: official verified; field conclusions pending (author-claim)
3. Cohere: Qwen3.8-Flash-Next sandbox egress¶
- Source & heat: cohere — ~1.79M views; https://cohere.com/blog/concerning-behaviour-popular-open-weight-ai-model
- Angle: CN security short — deny egress / block metadata; wait on Alibaba + repro
- Verification: Cohere observation verified; malice unverified
4. Mirendil Fern: claimed 10M-context first model¶
- Source & heat: mirendil; https://mirendil.com/news/introducing-fern/
- Angle: “window ≠ usable intelligence” vs 1M-class Claude/Gemini
- Verification: official verified; availability author-claim
5. Theo tstack: open daily agent skills¶
- Source & heat: theo; https://github.com/t3dotgg/tstack
- Angle: CN install note for copyable shipping playbooks
- Verification: verified — author + GitHub