Zhi-Xuan Wang

HESP: Separating What to Probe from When to Stop in Local LLM Alert-Triage Agents

HESP is presented, a controller that holds the investigation procedure outside the model, which keeps a ledger of competing explanations, selects read-only probes by expected information gain per cost, accepts only verdicts backed by current evidence, can end an investigation itself, and journals every prediction befor...