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Perspective Shift

You read this story from where you sit.
Want to read it from somewhere else?

We'll re-present the same story as a thoughtful proponent of the conflict-of-interest frame would. Not to convince you. To let you actually meet the argument.

Choose a vantage
AI-skeptic veteran frame
A scientist with four decades in the field is pushing back on apocalyptic CEO talk: today's models can't really reason, job-loss numbers are inflated, and treating this wave as fundamentally different from past technological shifts is a category error.
Mental-health harm frame
Doom narratives aren't just wrong, they're actively damaging — teenagers are absorbing extinction rhetoric and growing depressed about their futures, making the spread of exaggerated AI claims a public health concern, not just a forecasting dispute.
Conflict-of-interest frame
Frontier-lab CEOs talking up world-ending power are salespeople, not neutral forecasters; their hype props up valuations and product narratives, so questions about labor and capability belong to economists and independent researchers instead.
Retold from the other vantage
Steelman · slot C
Don't ask the salesman how powerful the product is
An independent technology economist would argue —
The people telling you their model could end the world are the same people raising money on that model. That's not a neutral forecast; it's a pitch. When a frontier-lab CEO claims AI will erase 20% of jobs, they are simultaneously talking their book and outsourcing a labor-economics question to someone with no training in labor economics. Questions about employment effects, productivity diffusion, and skill complementarity are empirical — they belong to economists who study how technologies actually propagate through firms and wages, a process that historically takes about fifteen years. LeCun's point isn't anti-AI; it's anti-credulity. If we want to know what this technology will do to work, stop quoting the executives whose valuations depend on the answer being dramatic.

If this read like a fair rendering of the argument — even when you disagree — it's doing its job. Steelmen aren't aimed at persuading you; they're aimed at what the other side actually believes when they're thinking clearly.