The real danger isn't that AI is too advanced

Published: 1 February 2026 · Updated: 9 July 2026

The real danger of AI is not excess capability but our tendency to overestimate it, and the misplaced trust, premature deployment, and hype-driven policy that follow.

A black-and-white stencil street-art piece of a hooded figure spray-painting a cartoon robot on a brick wall. The robot has a question mark in a thought bubble, and a stencilled toolbox beside a spray can reads "Dependable. Safe. Valuable."

The real danger isn’t that AI is too advanced. It’s that we’re overestimating what it can do. This leads to misplaced trust, premature deployment in high-stakes contexts, and policy decisions based on hype rather than reality.

Before chasing AGI, we need AI systems that are reliably excellent at defined tasks, interpretable, aligned with human values, and ready for real-world deployment. What matters most isn’t how “general” AI is. It’s how dependable, safe, and valuable it is for humanity.

We read this against Timnit Gebru and Émile P. Torres’s critique of the ideologies bundled into the pursuit of artificial general intelligence.

Reference

Gebru, T., & Torres, É. P. (2024). The TESCREAL bundle: Eugenics and the promise of utopia through artificial general intelligence. First Monday, 29(4).

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