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  1. Developers can now access SageMaker Studio through the new AWS experience — AWS Machine Learning Blog
  2. 32GB to 64GB of RAM took Qwen3.8-Flash-Next from IQ2_XS (2-bit) to Unsloth UD-IQ4_XS (4-bit) on a single 4090 — r/LocalLLaMA
  3. Cohestry is an iOS/Mac native second brain that auto links your notes and grants your agents access to then via MCP — r/ArtificialInteligence
  4. Which old "hardware" did you "revive" with claude? — r/ClaudeAI
  5. I got tired of Apple's configurator, so I built one for local AI — r/LocalLLaMA
  6. HomePod Mini 2 (2026) vs. HomePod Mini (2020): Is Siri AI worth the upgrade? — ZDNET AI
  7. I built a custom MLX inference engine + imatrix 4-bit quant for Qwen3.5-9B on a fanless MacBook Air (2.7x lower KL than stock MLX 4-bit) — r/LocalLLM
  8. I built an app to efficiently run decision models on the Apple Neural Engine with Shortcuts actions for OS automations — r/LocalLLaMA

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