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[ARTICLE · art-119494] src=engineering.fb.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

An Organizational Second Brain: Building an AI That Learns From Experts

Meta's engineering team has developed an AI agent that functions as a 'second brain' for organizations, integrating a structured, auditable knowledge architecture to preserve and share expert knowledge. The agent is designed to act as a secondary expert in a domain, making deep specialist knowledge accessible to all employees. The system's novelty lies in its two-layer integration, which separates knowledge for auditability and learning.

read1 min views1 publishedSep 2, 2026

We’ve built an AI agent that acts as a secondary expert for a given domain, making deep specialist knowledge readily available and preserved for anyone in an organization to access, share, and build upon. This is not a typical domain-specific agent. Its novelty comes from integrating two layers: A structured, auditable knowledge architecture separates what [...]

The post An Organizational Second Brain: Building an AI That Learns From Experts appeared first on Engineering at Meta.

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