Speed has always been structural. AI just makes that impossible to ignore.
Most AI pilots return improvements somewhere around 10%. That's not nothing, but it's chump
If you follow the headlines, you would think the U.S. job market is unraveling. Mass layoffs. AI replacing humans. A future where hiring people is already a mistake. A
(and what it accidentally teaches us about how business actually works)
Every so often, someone becomes a teacher without intending to. In this case, it’s Sam Altman.
Not because
Most conversations about AI and innovation assume a simple replacement story. As automation improves, human work recedes. The messy becomes structured. Judgment gives way to systems.
That framing misses what
