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  1. DeepSeek V4.1 Flash is now available in Token Pass — Vercel Blog
  2. Perplexity Publishes Explainer on AI Gateway Mechanics and Limits — Unite.AI
  3. How to Evaluate AI: Benchmarks, Perplexity, and BLEU Scores Explained — r/learnmachinelearning
  4. Perplexity's Computer Agent Now Runs Fully Private on Apple Silicon Macs — AlphaSignal
  5. Exa 3.0 Search API Tops Perplexity, Brave and Parallel on 8 Benchmarks — MarkTechPost
  6. Qwen3-4B in 1.24 GB at perplexity 16.6 (IQ2_XXS at the same size: 28.6) - a tiny 8-state trellis quant for llama.cpp — r/LocalLLM
  7. Perplexity open sources firecracker orchestrator for agent sandboxing — r/LocalLLaMA
  8. Decision models take off & Anthropic bans cruelty to Claude — Mixture of Experts (IBM)

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