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An AI assistant that calls tools makes two decisions on every request: which tool to invoke, and whether any available tool applies, which is evaluated separately over 600 Korean and English requests and a catalog of 70 local actions.
Agents that talk across organizations exchange long messages billed by the token. A shorter notation therefore looks like a saving that costs nothing but an agreement to use it. Recent work reports the saving is conditional. Compressed notation can instead raise total tokens by 8% to 11% over a JSON baseline, when pars...
Three conditions over one byte-identical prompt separate a grammar's two jobs: it fixes where generation stops as well as which tokens may be emitted, and both preregistered language claims fail.
This paper argues that a small win does not show that routing did anything, the authors' or anyone else's, and argues that a small win does not show that routing did anything, theirs or anyone else's.
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