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  1. Moonshot AI's Kimi K3.1 Pro launches on Amazon Bedrock amid benchmarks and cost debates — AWS Machine Learning Blog
  2. Claude Code vs Aider: Terminal Agent Benchmarks on Real 500k-LOC Codebases — DEV Community — AI
  3. Comparing 7 Chinese frontier models through one API — a field guide, not a benchmark — DEV Community — AI
  4. Kimi Code External Models: Set Up and Verify Kimi K3.1 Pro — DEV Community — AI
  5. Kimi K3.1 weights OUT, open source computer use, SOTA image model, science model, Pika H3: AI NEWS — Matthew Berman
  6. AI News Roundup: OpenAI Kernel Security Work, Kimi K3.1 Pro Open Weights, Ripple-65B — Latent Space
  7. Analysis finds six open-weight models from Chinese labs show traces of export-controlled Blackwell GPUs — Techmeme
  8. Moonshot reportedly rented China-based servers with Nvidia B300 chips, possibly breaching US rules — Techmeme

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