Most people think AI is a tool story.
It’s not.
It’s a behavior story.
A trust story.
A power story.
I track the patterns:
– platforms reshaping belief
– AI changing how things feel
– incentives distorting culture
Follow if you want to see it before it’s obvious.
The big shift is not that AI helps scientists.
It is that AI is moving closer to authorship.
Sakana AI getting an AI-generated paper into Nature is one of those moments that makes the just-a-tool argument sound outdated.
The interesting part is not AI for social.
It is this: users may start describing the feed they want instead of accepting the one the platform gives them.
That shifts control from algorithmic distribution toward user-defined distribution.
Source: Microsoft rolled out Copilot upgrades including side-by-side model comparison, a “Critique” workflow, and early access to Copilot Cowork.
https://t.co/qyT6CGZfUl
Microsoft is quietly admitting the real AI product shift:
one model is not enough. The next useful layer is orchestration.
Compare models.
Critique outputs.
Reduce hallucinations.
That is a real product improvement, not just better AI branding
Most AI products still act like people want chat.
They do not. They want results with less work.
Chat is the temporary UI.
Invisible execution is the real product.