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Thèmes / function selection accuracy

Point de vue reformulé

Tool count degrades selection accuracy: 98% at 10 tools → 88% at 100

The HumanMCP study measured a decline in function selection accuracy from 98% with 10 tools to 88% with 100 tools.

Jose Nicholas Francisco·Publié

Derrière ce point de vue

Les traductions sont destinées à la lecture ; les extraits originaux restent la source evidence.

Voice Agent Function Calling: Real-Time Data Lookup Guide

Extrait original

The HumanMCP study measured a drop from 98% at 10 tools to 88% at 100.
Contexte

When the toolset grows, selection accuracy falls. Add functions one at a time and re-check selection accuracy after each. One lookup, three failure lines, and a filler function make a complete first release.

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