collaborators

1 paper

cs.AI2026

The Token Not Taken: Sampling, State, and the Stochasticity of AI Agents

Muhammad Zia Hydari, Raja Iqbal

Agentic AI systems can behave differently across runs: the same request may produce a different plan, a different tool call, a different code edit, or a different final answer. Suc…