Before building high-stakes AI systems: tell the LLM not to build anything

aryanXmahajan · x · 2026-08-22

The author shares a crucial step before building high-stakes AI systems: explicitly tell the LLM not to build anything, but to act as a "thought partner." Since models are trained to reward confident, complete output rather than admitting ignorance, asking them to build directly leads to hallucinations when they miss context. They will silently guess details or opt for verifiable shortcuts (like using regex) instead of the right solution. Forcing the AI to walk through its understanding first helps catch false assumptions and logic gaps before the final output is generated.

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Before building high-stakes AI systems: tell the LLM not to build anything

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