
Composite Abstention Architectures Cut AI Hallucination to Near Zero in Clinical and Legal Testing
New 2026 research combining structural validity gates with instruction-based abstention pushed hallucination rates as low as 2 percent in a clinical pilot, while legal AI hallucinations have now surfaced in 1,174 tracked court cases.
Swatantra Verma






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