In the Era of Execution (Do), the Most Essential Capability for AI Is the Ability to Stop — On Pre-Decision Architecture That Governs Blind Speed

1. From the Age of Chat to the Age of Act

Until now, we have worried about AI’s “mouth.”
Bias, false statements, and so-called hallucinations have been the dominant concerns.
Mistaken words can be painful, but they can be corrected, apologized for, and revised.

https://aaih2025.substack.com/....p/in-the-era-of-exec

Why Artificial Intelligence Is Not a Bubble?

Every transformative technology invites suspicion. When capital flows rapidly, valuations rise and public narratives turn euphoric, the word bubble is never far behind. Artificial intelligence is no exception. Commentators draw parallels with the dot-com boom, the crypto cycle or speculative crashes of the past. The claim is simple: AI is overhyped, overfunded and destined for a painful correction.

https://aaih2025.substack.com/....p/why-artificial-int