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  1. DeepSeek V5 Placeholder IDs Show Up in Harness Code; V4.1-Flash Leads Open Weights on FrontierCode — Pandaily
  2. DeepSeek-V4.1-Flash-1017 on 4x DGX Spark (TensorFold TP4, EXL3 3.5bpw): concurrency sweep to 16 streams — r/LocalLLM
  3. DeepSeek and Moonshot trained new models on GPT-6 Astra, report says — The Next Web
  4. Tencent’s Cloud Boss Plays Long Game to Fix ‘Leaky’ AI Ship — Bloomberg AI
  5. How to check how much context your MCP tools use before the first message — r/AI_Agents
  6. M5 Ultra 512GB vs M5 Ultra 256 GB X2 Cluster — r/LocalLLM
  7. Limits on pro — r/GeminiAI
  8. Mistral Drops a Responses API So Developers Can Ditch OpenAI Instantly — AlphaSignal

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