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Large Language ModelsVentureBeat AIPublished: Apr 1, 2026, 13:00 JST

Meta's semi-formal reasoning technique improves LLM code review accuracy to 93% by requiring AI to explicitly trace execution paths before answering

Meta researchers introduced 'semi-formal reasoning,' a structured prompting method that forces LLMs to document logical certificates with premises and execution paths

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