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TRACE not only preserves but enhances tool understanding in enterprise LLMs, achieving up to 9 percentage points improvement in accuracy while enabling real-time retrieval.
ToolSense uncovers a surprising 50-64% drop in retrieval performance for LLMs when faced with realistic, ambiguous queries, challenging assumptions about their tool understanding.
