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  1. Inception launches Mercury 3, a diffusion LLM it claims tops GPT-6 Luna, Claude Haiku 5.5, and GLM-5.3 Flash on agentic benchmarks while being 4x to 8x faster — Techmeme
  2. Structured outputs for Anthropic Claude models on Amazon Bedrock — AWS Machine Learning Blog
  3. Anthropic says it’s committing 5% of its shares to a ‘public benefit fund’ — TechCrunch AI
  4. People are using AI to make their smart TVs dumb again — TechCrunch AI
  5. Strata + Qwen 3.8 Flash Next: fast, but what's it costing in quality? — r/LocalLLaMA
  6. deepseek-ai/DeepSeek-V4.1-Flash-1017 · Hugging Face — r/LocalLLaMA
  7. Qwen 27B (IQ4_XS, Q8/Q4 KV) at full 262k context on a 16GB RX 9070 XT: 80+ t/s decode with Adaptive KV Streaming — r/LocalLLaMA
  8. Is your data safe with Claude Dashboards? — DEV Community — AI

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