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  1. DeepSeek V4.1 Flash runs on aging and budget hardware as benchmarks probe security and cost — Vercel Blog
  2. Tencent launches Hy4 AI model with visual reasoning and finance benchmark lead — DigiTimes Asia
  3. Kimi K3.1 Pro Weights Are Out: $20M License Cliff, ~1.56 TB Reality, and Hosted vs Self-Host — DEV Community — Machine Learning
  4. OpenCode says "this model does not support image input". Here's the real cause, and how we fixed it for every model we serve — DEV Community — AI
  5. Config-Verified Comparison Maps How 10 Open MoE Models Route Tokens — MarkTechPost
  6. How I built offline semantic memory for my desktop AI companion: one env var, no Cloudflare account — DEV Community — AI
  7. LLM Pricing Digest: DeepSeek Flash Gets a Price Tag, Nine New Models Surface — DEV Community — AI
  8. 2026 Guide Explains MoE Routing Strategies From Top-K to Dynamic Routing — MarkTechPost

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