Stop Doing Function Calling with JSON: The Tokenization Trap

voooooogel · x · 2026-08-13

A developer argues that forcing LLMs to output JSON for function calling is fundamentally flawed. Due to tokenizer mechanics, this practice pushes models to generate out-of-distribution tokens, leading to unpredictable parsing errors and hallucinated syntax.

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