A logical argument and demonstration of how AI has one type of understanding while lacking another.

https://aiunderstands.ai 

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Most Companies Aren't Anywhere Near Ready for AI. It's not that companies aren't using AI—it's that they can't.

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There's tons of confusion about what we're all building towards with Personal AI. Are we building Agents? AI Harnesses? To what end? In this video I lay why I think we're all heading towards a single place that we should start getting ready for now. I think getting this early will put you 1-3 years ahead of everyone.

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A longer form discussion on exactly how and why AI will replace knowledge workers.

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I think the future is cheaper and Open Source SOTA models combined with context, not custom, narrow models.

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A troubling thought about what we will think about high-quality content in the future. 

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There are a bunch of different transitions happening right now—all at the same time, all (I think) heading in the same direction. Here is a long-form exploration of the various pieces.

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A welcome back and early entry into 2026. 

Sponsored by: Knocknoc!

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How we can use an output-based system to judge whether or not different kinds of technology achieve understanding or intelligence. 

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How humans and AI models both share the weakness of deterioration without novel inputs. 

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