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  1. DeepSeek-V4.1-Flash update sparks quant benchmarks and local-run performance reports — r/LocalLLM
  2. Qwen 3.8 Flash Next Creative Writing Ability — r/LocalLLaMA
  3. Your local model can't phone home. Your chat UI can — DEV Community — AI
  4. Why DeepSeek Built Its Coding Agent Around Attention Budgets — DEV Community — AI
  5. DeepSeek Open-Sources Research Prototype of Repository-Scoped Coding Agent — AlphaSignal
  6. China's AI Labs Pursue Recursive Self-Improvement Without Altering Model Weights — Pandaily
  7. AI agents said “done” when nothing actually happened, and making them think harder didn’t help — r/artificial
  8. Run TeleAI's Xing4.0-29B-A4B GGUF via ik_llama.cpp — Full native mHC/MLA runtime + HF converter — r/LocalLLM

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