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436 posts

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@0xZeroExx
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What happens when an agent has too many tools? Sentient researcher @khetan_sarvesh found that filtering 40+ tools to the 15 most relevant can mean the difference between a 3-iteration success and a 10-iteration failure, depending on query complexity. TLDR: Building better agents isn’t always about adding tools, it’s about helping them choose the right ones.







The White House was built to serve the American people. Tonight it was used to promote a company the President owns stock in, sell subscriptions, promote corporate sponsors, push Trump crypto, and enrich the President and his family. The founders warned us about kings enriching themselves from public office. They did not fight a revolution for this.










43% of inference spend in the sentient arena went to wrong answer traces. top teams just had better failure detection mid-run. thats the whole game right there













