AI News
Inside ‘The Station’: AI Agents Found New Math With No One in Charge
August 26, 2026
A new paper introduces ‘the Station,’ an open-world environment where AI agents from different model families collaborate on math problems with no coordinator. Across 14 problems, five produced genuinely new results, including a 604-point kissing configuration in dimension 11.
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KVBoost Ditches the Rule That KV Caching Has to Start at the Beginning
August 25, 2026
A new chunk-level caching system called KVBoost throws out the old rule that shared prompt text has to sit at the start of a prompt to get cached. The reported payoff: a 4.49x drop in time-to-first-token and a 16% edge over standard prefix caching, with accuracy that didn’t budge.
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Nexus Skips the Tool-Schema Tax That’s Slowing Down Agentic LLMs
August 24, 2026
Researchers built Nexus to stop agentic LLMs from re-reading entire tool schemas on every turn, using a compressed lookaside buffer instead of full context prefill.
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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.
