LLM Tool Failures: Only 3 Root Causes – Value, Condition, Intent
A verification skeleton that runs before an MCP tool call — five-tier provenance lookup, never generates values, and one remaining unknown means it records instead of executing. - Jang-woo-AnnaSoft...
Summary
The article discusses the fundamental issues behind failures in large language model tools, focusing on three main causes: value, condition, and intent. It highlights a specific verification process that fails to generate values, leading to ineffective execution.
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