HawkesLLM: Semantic Uncertainty Propagation in Agentic Text Simulation
DGX agentarXiv:2605.23043v1 Announce Type: new Abstract: Agentic text-simulation systems write in sequence, with each item becoming possible context for later steps. That makes uncertainty path-dependent: an e