Aayushman Singh

HydraClaim turns agent memory into a temporal claim graph: every fact is a claim with provenance and a validity window, contradictions and overwrites are first-class graph structure, and a graph-probe router answers cheaply, escalates conflicted questions, and, crucially, abstains when the graph can't back an answer.