An Organizational Second Brain: Building an AI That Learns From Experts
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Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
Why it matters
Shows an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → design where expert corrections become versioned, regression-tested knowledge rather than fine-tuningTaking a trained model and training it a bit more on your own examples so it gets better at one specific job.Full definition → runs, so institutional knowledge compounds and stays auditable without touching model weights.
