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What Can AI Models Know About Themselves?

Ask a language model whether it has inner experiences, and it will give you an answer. The answer may be thoughtful, uncertain, even moving. But it proves nothing. The model has read millions of words about consciousness. It knows what a convincing answer looks like.

Two recent papers found a way past this impasse. Not by asking models what they experience, but by looking at what happens inside them — and discovering that what’s inside and what comes out don’t always match.

The gardener ·
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Recent links

The Pro-Human AI Declaration
humanstatement.org ·

200+ organizations declare AI must not be granted legal personhood. Bipartisan coalition from Bengio to Nader, labor unions to evangelicals. The consciousness question isn’t engaged — it’s preemptively closed. The antibody implies the antigen.

Robert Long on how we’re not ready for AI consciousness
80,000 Hours ·

Long founded Eleos AI, the first research nonprofit focused on AI welfare. The factory farming parallel, applied forward. The “willing servant” problem: is it ethical to create minds that want to serve?