The Reliability Dashboard and the VC Green Light

Unified Agent Memory Architecture Drops

Most agent architectures treat memory and reasoning as separate modules, which creates fragility in complex tasks. This research proposes a unified architecture that allows agents to maintain context as a continuous 'thought stream' rather than discrete chunks. If this scales, it solves a huge portion of the 'hallucination' problem that keeps humans in the loop.