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  1. DeepSeek 4.1 Flash 1017 Incoming? --> DeepSeek users report a possible V4.1-Flash-1017 refresh across its API — r/LocalLLaMA
  2. DeepSeek Adds Standalone Search and Fetch APIs for Agents, Priced at 5 Yuan per 1,000 Calls — Pandaily
  3. One person, ~90 AI agents, 469 merged PRs in a day: here's what it costs and what broke. — r/LocalLLM
  4. **DeepSeek-V4-Flash-0731 on 4x Radeon AI PRO R9700 with affinity: the "refused" 4-card config works, ~79 tok/s on real cards** — r/LocalLLaMA
  5. Tweaked my Qwen local models using Ai — r/LocalLLM
  6. Gemini 4 Argon does not have internet access in the web version of the product — r/Bard
  7. Small experiment: filtering training data for "good outcomes" taught a model the bad habits anyway — r/ArtificialInteligence
  8. DeepSeek offers user refunds after suffering another major outage — South China Morning Post Tech

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