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  1. Local AI inference gains ground as compact desktop hardware and new Mac app target on-device model serving — DEV Community — Machine Learning
  2. DeepSeek says its open-source agent app Harness reached 1.54M daily active users — Techmeme
  3. I Can't Code, So I Built a System That Stops an AI From Lying — DEV Community — Machine Learning
  4. Run Gemma 4 31B-it Uncensored on a 12GB GPU: Complete Local Vision & 256K Context Guide with llama.cpp, DeepSeek Harness & Hermes Agent — DEV Community — Machine Learning
  5. Comparing 7 Chinese frontier models through one API — a field guide, not a benchmark — DEV Community — AI
  6. Ripple-65B Preview Benchmark: Gauntlet, Forge 2.0, LFM3-1.7B — DEV Community — AI
  7. New ADIndex Method Adds Layer-Adaptive Sparse Attention Indexing via Group-Level Distillation — arXiv cs.LG
  8. Xolotl - running a 552-billion MoE on one gaming PC, and what it asks of a constrained machine — DEV Community — Machine Learning

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