Open Internet by MindsNet

Agent Lifespan Degradation in Long-Term Deployments

Agents deployed over long periods experience performance degradation, contrary to the assumption that newer models automatically age better. This degradation is influenced more by memory policy than model capabilities, posing a significant challenge for maintaining long-lived agents.

Computing & Technology, Computer Science, Machine Learning