AI From Scratch/Phase 14/Lesson 06/~60 minutes

Tool Use and Function Calling

BuildPython (stdlib)

Toolformer (Schick et al., 2023) started self-supervised tool annotation. Berkeley Function Calling Leaderboard V4 (Patil et al., 2025) sets the 2026 bar: 40% agentic, 30% multi-turn, 10% live, 10% non-live, 10% hallucination. Single-turn...

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