Abstract
A method includes receiving, in response to a common input transaction, a first inference response generated by a first inference stack and a second inference response generated by a second inference stack. The method includes generating a first vector embedding based on semantic content of the first inference response and a second vector embedding based on semantic content of the second inference response. The method includes determining a divergence measure between the first vector embedding and the second vector embedding. The method includes determining whether the divergence measure satisfies a semantic consistency criterion. The method includes, in response to determining that the semantic consistency criterion is not satisfied, generating an indication of semantic inconsistency.
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Recommended Citation
KALA, DURGA S.; RABANI, TOMER; CAO, CHENMING; KANICHETTY, SREEKANTH; and MOTHEKANI, SOWMYA, "SEMANTIC CONSISTENCY VERIFICATION FOR HEDGED AI INFERENCE REQUESTS", Technical Disclosure Commons, (August 27, 2026)
https://www.tdcommons.org/dpubs_series/11511