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Ideas · The open argument

# Read beyond the answer.

Explore institutional design, organizational learning, and human judgment through the author’s original publications.

![](https://ai-nterprise.com/assets/editorial-manifesto.webp)

Foundation 4 September 2026 11 min read

## [AI-nterprise: A Manifesto for the Human-Agent Enterprise](https://ai-nterprise.com/articles/manifesto/)

The institutional question behind the AI-nterprise framework.

[Read the manifesto](https://ai-nterprise.com/articles/manifesto/)

![](https://ai-nterprise.com/assets/editorial-learning.webp)

Learning 15 July 2026 11 min read

## [The Model Is Rented. The Learning Must Be Yours.](https://ai-nterprise.com/articles/the-model-is-rented/)

How an organization retains what it learns while using rented models.

[Read the essay](https://ai-nterprise.com/articles/the-model-is-rented/)

![](https://ai-nterprise.com/assets/editorial-judgment.webp)

Judgment 12 June 2026 10 min read

## [The Human Hallucination: The AI Failure Mode Nobody Is Measuring](https://ai-nterprise.com/articles/the-human-hallucination/)

Why human judgment and confidence must be assessed alongside machine output.

[Read the essay](https://ai-nterprise.com/articles/the-human-hallucination/)