Patricia Benner

Foreword

By Edo Segal

The nurse who saved the patient's life could not explain how she knew.

That fact should terrify every person building AI systems right now. It terrifies me. Because every system I have ever built, every product I have ever shipped, every architecture I have ever designed operates on the assumption that knowledge can be made explicit. That if you can describe it, you can encode it. That if you can encode it, you can scale it.

Patricia Benner spent forty years proving that the most consequential knowledge humans possess does not work that way.

I came to Benner's research because of a problem I could not solve with the frameworks I already had. In Trivandrum, watching my engineers discover that Claude could handle eighty percent of their work,