Long contexts cause AI agents to forget early mistakes. Meta AI paired primary action agents with dedicated memory agents to fix context rot: 📝 Keeps structured notes on tools and past errors 🎯 Injects short reminders only at crucial moments 📈 Raised Claude Sonnet 4.5
Meta AI Uses Memory Agents to Fix Context Rot
Long contexts make agents forget early mistakes. Meta AI paired primary agents with memory agents keeping structured notes and injecting reminders, improving Claude Sonnet 4.5.