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Why I Built a Math Engine (NCA) to Solve Digital Polarization Instead of Just Using an LLM

This story is from 2026-10-29. It is preserved in the archive; the latest stories are on the live feed.

The Problem: Why Standard AI Isn't Enough If you ask a modern LLM (like GPT-4 or Claude) to resolve a debate, it will generate text probabilistically. It gives you a subjective "feeling" of a compromise. But in high-stakes environments (boardrooms, courts), institutions don't need a feeling. They n…

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  1. 2026-10-29 11:15 · DEV Community — AI
    Why I Built a Math Engine (NCA) to Solve Digital Polarization Instead of Just Using an LLM

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