Munyeong Kim

Semantic Commit: Helping Users Update Intent Specifications for AI Memory at Scale

As AI agents increasingly rely on memory systems to align with user intent, updating these memories presents challenges of semantic conflict and ambiguity. Inspired by impact analysis in software engineering, we introduce SemanticCommit, a mixed-initiative interface to help users integrate new intent into intent speci…