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4 AI Labs Built the Same System Without Talking to Each Other (And Nobody's Discussing Why)
Description
What's really happening with AI capabilities at work — and why the "jagged AI" frame is now obsolete?
The common story is that AI is brilliant at some things and broken at others — but the reality is that jaggedness was never about intelligence; it was about how we were deploying it.
In this video, I share the inside scoop on why AI agents in proper harnesses are smoothing the capability frontier for real work:
- Why the jagged AI frontier was always a deployment problem
- How multi-agent coordination unlocks long-horizon knowledge work
- What Cursor's math breakthrough reveals about AI generalization
- Where meta-skills like sniff-checking become your competitive edge
The organizations and individuals who learn to decompose work, delegate to AI agents, and verify outputs will extend their leverage — those who don't will find the shift happening to them anyway.
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