{"slug": "meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track", "title": "Meta AI uses a second AI agent as a memory coach to keep long tasks on track", "summary": "Meta AI has developed a system that uses a second AI agent as a memory coach to help primary agents avoid repeating errors during long tasks, improving scores by up to 8.3 percentage points across two benchmarks. The memory agent maintains a structured memory bank and decides when to remind the main agent and when to stay silent.", "body_md": "Meta AI wants to stop AI agents from forgetting errors they've already diagnosed and repeating failed steps during complex tasks. A separate memory agent maintains a structured memory bank and decides when to remind the main agent and when to stay silent. The system improved scores by up to 8.3 percentage points across two benchmarks.\n\nThe article [Meta AI uses a second AI agent as a memory coach to keep long tasks on track](https://the-decoder.com/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track/) appeared first on [The Decoder](https://the-decoder.com).", "url": "https://wpnews.pro/news/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track", "canonical_source": "https://the-decoder.com/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track/", "published_at": "2026-08-02 12:57:38+00:00", "updated_at": "2026-08-02 13:15:30.842907+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-research"], "entities": ["Meta AI", "The Decoder"], "alternates": {"html": "https://wpnews.pro/news/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track", "markdown": "https://wpnews.pro/news/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track.md", "text": "https://wpnews.pro/news/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track.txt", "jsonld": "https://wpnews.pro/news/meta-ai-uses-a-second-ai-agent-as-a-memory-coach-to-keep-long-tasks-on-track.jsonld"}}