AI News
Researchers Speed Up LLM Decoding by Up to 82% by Swapping in a Vector Search Trick
August 31, 2026
A new paper swaps the brute-force vocabulary scan in LLM decoding for an HNSW vector index, cutting through a memory bottleneck that hits small, multilingual models hardest, and claims up to 82% faster throughput without hurting output quality.
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AI Agents Lose 70% Reliability by Step Six, Study Finds
August 29, 2026
A study of five open-weight models finds AI agents lose 70% of their reliability by the sixth step in a tool chain, while standard benchmark scoring remains structurally blind to recovery.
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PICasso Turns Plain English Into Photonic Chip Layouts, and the Insertion Loss Numbers Are the Real Story
August 28, 2026
A new AI framework called PICasso turns plain-English descriptions into manufacturable photonic chip layouts, complete with design rule checks and simulation feedback. The benchmark numbers show real promise on structure, real limits on function, and a genuinely useful cut in insertion loss.
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Guides
Cross-Post 5 Platforms in 15 Minutes: The Typefully Workflow
May 22, 2026
Native posting across 5 platforms = 60 minutes. Typefully cross-posting = 15. The 6-step workflow that saves 20 hours/month, and the 4 common mistakes to skip.
