







AI is not superhuman
What metaphor should drive the field of AI research?

Dario Amodei — We Must Pace the Frontier
I have worked on AI for the last twelve years because I believe it could dramatically raise the quality of human life. I’ve written often about these incredible benefits: I believe that AI could cure most major diseases in the next 5–10 years, greatly accelerate economic growth rates, create a world of abundance and empowerment, and usher in a renaissance of democracy and freedom. I feel the urgency personally. My own father died of a disease that was cured just a few years after his death, and I myself survived an early-stage cancer that would not have been treatable even fifty years ago. Carefully wielded, AI can be the latest in a long line of technological miracles that have uplifted and ennobled humanity.

Ideas from philosophy I use to think about AI
Physicalism, functionalism, and lots of Quine

Science that Compounds: The Need for A New Substrate for Research in the Age of AI
This paper is a perspective from Lightcone Research, an open-source initiative building tooling for scientific research in the age of agentic AI.
The AI Model That Was Too Dangerous to Release: Meet Claude Mythos
Anthropic just built the most powerful AI in history. Then decided the world wasn’t ready for it. Here’s everything you need to know.
The Crooked Timber of AI
The philosophical perils of conflating discoveries and inventions, and how to overcome them

What we can’t measure about AI – yet | Aeon Essays
The costs of transformative innovations are immediately clear: it’s the longterm gains that are hardest to understand

The Age of Wonders and Terrors
Twenty years ago, when the idea of AI taking over the world in our lifetimes still struck most of us as the unconstrained fantasy of those who knew too much science fiction and too little science, …
Alex Imas on Twitter / X
New essay for the @GoogleDeepMind Institute with James Manyika on AI x Science, "Bending the Curve of Discovery".While accelerating existing scientific practices is certainly useful, the real promise of AI is its potential to act as an invention of a method of invention (IMI) a… pic.twitter.com/XMw80ToQcf— Alex Imas (@alexolegimas) October 8, 2026
The AI We Deserve
Critiques of artificial intelligence abound. Where’s the utopian vision for what it could be?


AI That Evolves in the Wild | Edge.org
I’m interested not in domesticated AI—the stuff that people are trying to sell. I'm interested in wild AI—AI that evolves in the wild. I’m a naturalist, so that’s the interesting thing to me. Thirty-four years ago there was a meeting just like this in which Stanislaw Ulam said to everybody in the room—they’re all mathematicians—"What makes you so sure that mathematical logic corresponds to the way we think?" It’s a higher-level symptom. It’s not how the brain works. All those guys knew fully well that the brain was not fundamentally logical.
Ale×ey on Twitter / X
Funniest possible outcome of new ai math proofs publications would be that explosive progress cannot be delivered through individual genius and singular products but only through contextualized human understanding and embedding of knowledge.— Ale×ey (@EqualParallel) October 7, 2026
We Need to Talk About How We Talk About 'AI'
We share a responsibility to create and use empowering metaphors rather than misleading language, write Emily M. Bender and Nanna Inie.

Dario Amodei — Machines of Loving Grace
How AI Could Transform the World for the Better

Dario Amodei — Machines of Loving Grace
How AI Could Transform the World for the Better
