Title: ADEMA: A Knowledge-State Orchestration Architecture for Long-Horizon Knowledge Synthesis with LLMAgents

Source: http://arxiv.org/abs/2604.25849v1

Summary:

ADEMA establishes a foundational architecture for long-horizon agentic reasoning by introducing explicit epistemic bookkeeping and knowledge-state orchestration to prevent information drift. This framework provides a new primitive for complex knowledge synthesis that treats evidence-bearing artifacts and state transitions as primary, recoverable design commitments.