Human Judgment in an AI-first World

Came across this post (see link below) and it really resonated, especially amid the current mix of excitement, agitation, and outright panic about agentic AI and the future of work.

After recent announcements like Anthropic’s Claude Cowork and broader agentic upgrades, we’ve even seen claims that AI-related fears triggered a trillion-dollar selloff across parts of enterprise software. That tells you how emotionally charged this moment is.

I have kids who are just starting - or about to start - their careers, and as a parent, I’m thinking hard about how they should best prepare not just to survive these transformations, but to thrive in them. I’m asking the same question when helping companies integrate AI into their daily operations.

Using AI is no longer optional. It’s table stakes.

But access to AI alone won’t differentiate anyone. When access is commoditized, how we use AI is what matters. AI is a capability multiplier — which means capability still matters. AI makes mistakes — which means expertise still matters. AI works from averages — which means judgment, ethics, and creativity still matter.

If we rely on AI alone, we’ll get average outcomes — including past mistakes and biases. The real leverage comes from combining human judgment, responsibility and imagination with AI’s scale and speed.

That’s where the magic happens. That’s where differentiation is created. And that’s the world I hope we actively build: an AI-augmented world, not an AI-controlled one.

What’s one ‘human’ capability you’re investing in this year—judgment, domain depth, or taste?

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