The four parts of a Company Brain

说明与用途

实施四部分 Company Brain 模型，使 AI 能够持续存储、修剪和公开知识，避免重复学习并确保答案准确。

问题

AI systems lack persistent, structured knowledge, causing them to rediscover information and produce inconsistent answers.

结果

Implementing the four-part Company Brain reduces AI’s need to relearn, ensures consistent answers, and keeps knowledge current while allowing agents to access relevant facts efficiently.

工作流

• 1. Collect signals from sources (e.g., Sentry alerts, Slack threads, calls) and add them to an inbox folder.
• 2. Store each fact as a single, dated note in a structured folder (e.g., decision_, feedback_).
• 3. Run a dream/prune routine to merge duplicates, retire outdated facts, and archive old memories.
• 4. Provide agents with a door (e.g., a shared folder or API endpoint) so they can query the structured notes within their context window.

证据

AI is rediscovering knowledge from scratch on every question. There's no accumulation.

来源

The brain has to hear what happened: calls, chats, error reports, emails.

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A fact becomes memory when it sits in a shape you can ask about: one fact, one place, a date on it.

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Dreaming is the brain tidying itself: a job that re-reads what was learned that day and re-links it.

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Agents need a door. People ask questions in a chat. Agents need the facts delivered to them.

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