AI Matters
Why it matters
Meta AI uses secondary agent to keep long tasks on track
The Decoder Meta AI uses a second AI agent as a memory coach to keep long tasks on track
Meta developed a system that uses a separate memory agent to help primary AI models track errors and maintain focus during long, complex workflows.
Why it matters
AI assistants will become better at executing complex, multi-step tasks without repeating past mistakes or forgetting previous instructions.
Latest brief · Aug 2, 2026