AIBullisharXiv – CS AI · 6h ago7/10
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TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments
TSCG is a deterministic compiler that converts JSON tool schemas into structured text optimized for language model interpretation, solving a critical failure point in agentic AI systems. The technology restores accuracy in smaller models (4B-14B) from near-zero to 84%+ on production-scale tool catalogs while reducing token consumption by 52-57%, shipping as a lightweight TypeScript package.
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