Every tool bolted onto an LLM admits its statistical core can't be trusted

williamtp · x · 2026-09-03

Quoting "a come-to-Jesus moment for anyone still LLM-pilled," williamtp argues that bolting calculators, code interpreters and databases onto LLMs is a quiet admission the statistical core can't handle precision: tools are deterministic, the reasoning chaining them isn't. The industry concedes this one tool call at a time; the deliberate move is keeping neural nets for what they're unmatched at and relocating reasoning onto trustworthy ground.

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