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LLMs, Neurosymbolics, Semantic AI. and Reality

2026 · Journal of Advances in Artificial Intelligence and Machine Learning · 0 citations

Abstract

A comparison of how LLMs, Neurosymbolics and Semantic AI handle a piece of legislation running to 400 pages. Its structure is typical of legislation, specifications, legal agreements, contracts, where a misunderstood word may cost millions to billions, or someone’s life.

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