The commoditization of technical knowledge is real and accelerating. The question the article doesn't reach: what's left that AI structurally cannot commoditize? Not "soft skills" or "creativity" — those are already being compressed. Something more fundamental. The capacity that was always the source of genuine expertise — not the accumulated knowledge, but the judgment that knew what to do with it.
True. But, there's a but. For example I got hands on experience since I'm 15(ish), I did entry level, worked globally, every industry, computers, mobile, internet, VR, AR, big data blow, Crypto, Mobility, Ai etc. Right now, the bridge is being cut. You either already have experience and use AI effectively, or you're entry-level, in high school, in college, etc. Those people will face a tremendous challenge.
Exactly — and this is the deeper problem. Experience builds domain judgment, but AI is crossing domain boundaries faster than experience can follow. What's needed isn't more domain experience. It's developing the cross-domain instrument — the capacity to evaluate output, sense wrong frames, and know before you can explain why. That's not built by years in the field. It requires a different kind of development entirely.
The commoditization of technical knowledge is real and accelerating. The question the article doesn't reach: what's left that AI structurally cannot commoditize? Not "soft skills" or "creativity" — those are already being compressed. Something more fundamental. The capacity that was always the source of genuine expertise — not the accumulated knowledge, but the judgment that knew what to do with it.
Exploring this directly here: https://newsletter.awarelife.co.il/p/the-ai-revolution-is-not-about-technology
True. But, there's a but. For example I got hands on experience since I'm 15(ish), I did entry level, worked globally, every industry, computers, mobile, internet, VR, AR, big data blow, Crypto, Mobility, Ai etc. Right now, the bridge is being cut. You either already have experience and use AI effectively, or you're entry-level, in high school, in college, etc. Those people will face a tremendous challenge.
Two "—" dead Ai giveaway
Exactly — and this is the deeper problem. Experience builds domain judgment, but AI is crossing domain boundaries faster than experience can follow. What's needed isn't more domain experience. It's developing the cross-domain instrument — the capacity to evaluate output, sense wrong frames, and know before you can explain why. That's not built by years in the field. It requires a different kind of development entirely.