Credo: Declarative Control of LLM Pipelines via Beliefs and Policies

ArXi:2604.14401v1 Announce Type: new Agentic AI systems are becoming commonplace in domains that require long-lived, stateful decision-making in continuously evolving conditions. As such, correctness depends not only on the output of individual model calls, but also on how to best adapt when incorporating new evidence or revising prior