How Can Recommendation Feedback Evolve Agent Memory?

arXiv:2609.37544v2 Announce Type: replace Abstract: Content-generation agents continuously receive impressions, clicks, conversions, and negative feedback from recommendation systems, providing real-world outcome signals for memory evolution. However, these si