X Chinese Topic Brief¶
Date5 November 2026 · ThursdayWindow2026-11-03 16:00 to 2026-11-05 08:20CoveragePartial
Topic slate for Chinese authors: prefer actionable, verifiable, builder-useful angles. Nov 4 weight-space / Hume / Pulse·Crouton are not reopened.
Today's must-reads¶
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Kimi K3.1 Pro weights live (Daily #1). Yesterday’s “promise” → HF repo + 2.8T/104B/1M table + license read. Status: draftable; official+HF verified.
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Tencent Hunyuan Hy4 GA (Daily #2). Vision + Computer Use + “weights in coming days” — dual open-weight calendar vs Kimi already downloadable. Status: draftable; official verified, weights not out.
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FlashProve × Pando (Daily #3, #4). Trust layer (which weights answered) vs repo layer (agents saturating Git) — strong EN sources, good CN plain-language translation posts. Status: draftable; both official verified.
More topics¶
1. Kimi K3.1 Pro: HF on the promised day¶
- Source & heat: Kimi_Moonshot — ~363k; https://huggingface.co/moonshotai/Kimi-K3.1-Pro
- Angle: “promise → repo” tracker + license checklist + don’t promise laptop runs
- Verification: verified — official X + HF
2. Hy4: sees + clicks; weights still pending¶
- Source & heat: TencentHunyuan — ~449k; https://hy.tencent.ai/research/hy4
- Angle: same-window contrast — API/open rhetoric vs downloadable weights
- Verification: verified — official; don’t write “weights shipped”
3. FlashProve: prove which model answered¶
- Source & heat: AnthropicAI — ~607k; research + GitHub links in Daily
- Angle: CN “will my API swap models?” trust note + overhead warning
- Verification: verified — research prototype, not prod default
4. OpenAI Pando: Git backend for Codex¶
- Source & heat: https://openai.com/index/scaling-git-at-openai/
- Angle: agents overflowing repos; contrast Anthropic Scion
- Verification: verified — official blog; internal, not open-sourced here
5. YASAKANI: self-reported 1220 tok/s on 5090¶
- Source & heat: author chain + EN secondary
- Angle: local inference arms race; emphasize self-test / awaiting repro
- Verification: author-claim
6. Optional: DeepSeek V5 × Ascend / miHoYo AI spend¶
- Source & heat: secondary reporting
- Angle: newsletter footnote only — not a lead
- Verification: unverified / reporting-grade