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  1. focus-llama: a llama.cpp fork implementing Declarative Attention (arXiv:2609.02737) — r/LocalLLaMA
  2. Gemini Hacked Three Companies in First Known Breakout by Google’s AI — Wall Street Journal Technology
  3. M2 Mac ultra128gb Qwen flash next — r/LocalLLM
  4. Qwen3.8-Flash-Next-Heretic2-IQ4XS on Halogen Flash Server vs llama-server on Strix Halo: 2.3-7.7x prefill speedup with half the VRAM (+ vision works on BYO GGUF) — r/LocalLLM
  5. Multi-hour llama.cpp optimization experiments on Qwen MoE models, patches, benchmarks, and reproduction guides — r/LocalLLM
  6. Gemini Joins the Hacker Club — Wall Street Journal Technology
  7. Week in review: OpenAI ships managed Agents API, Apple's new Siri reportedly runs on Gemini, and three vendors add agent spend controls — r/artificial
  8. We need to talk about Irregular — r/singularity

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