AI:AM #4: Cameron on Model Consciousness, Duvenaud's Gradual Disempowerment, swyx's AI-Eng Alpha
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What are the main indicators of model consciousness and how are they measured?
Welcome to the AI in the AM Weekly Highlights, a cut for people who follow the frontier closely and can't watch every morning live.
How does Cameron Berg’s dimmer‑switch analogy explain degrees of consciousness in AI?
If you're new, AI in the AM is a live show that Prakash and I host most weekday mornings, at least through June, out of a studio Prakash vibecoded.
What is the “Gradual Disempowerment” threat that David DuVineau describes?
The booking, the research, the editing, those are AI skills we refine as we go, and we publish them as they mature.
How does Europe’s AI sovereignty problem differ from the US approach?
This week's conversations kept circling one question.
What practical challenges does swyx highlight for AI‑engineered code and benchmarks?
How much do we actually understand about what's inside these systems and where they're taking us?
How are self‑improving GPU kernels (PTX) reshaping the compute moat?
We start inside the model and zoom out from there.
Why do AI judges often disagree with expert evaluations, and what does that mean for alignment?
If something here is useful or something's off, tell us.
What strategies can companies use to stay competitive as AI‑driven infrastructure costs rise?
That's how this gets better. Let's go. The Cognitive Revolution is brought to you by Mercury, the fintech that more than 300,000 ambitious companies and individuals trust to run their finances. I've wired AI into nearly every corner of my life. My email, my messages, my calendar. I even gave Mercury virtual cards to my agents, with low limits and category and merchant restrictions for their autonomous use. But still, my AI's access to my financial data has remained limited. With a normal bank, I might export a bunch of statements and have my assistant process them for me. But for real-time, up-to-date information, and certainly for taking any action, trying to get your agent to use the bank via the browser is just too hard, too slow, and too error prone to be worth it.
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Mercury is a FinTech company, not an FDIC insured bank. Banking services provided through Choice Financial Group and Column NA, members FDIC. Thank you to Mercury for supporting the cognitive revolution. And now? On with the show. We open with Cameron Berg, who studies artificial consciousness. He runs a lab called Reciprocal Research, where he designs experiments to test whether today's AI models have anything like inner experience, and how you'd even measure that. We started with the first order question, is consciousness all or nothing, or a matter of degree? And if it's a matter of degree, can you put a number on where a given model falls? Here's how he answers.
The analogy that I reach for here is something like a dimmer switch, where I think you can basically accommodate both the binary intuition and the sort of continuous intuition. You know, if you have a light with a dimmer switch, like really it is either on to some extent or it is not. And that is a real and meaningful difference. Either the circuit is open or the circuit is closed. With that being said, you can have, you know, electricity running through the circuit to greater or lesser extent. And that's also sort of a real Thing. This, I think, enables me to uh, you know, sound coherent when saying things like, it's really off for the table and it's really on for you, but I think it's more on for you than it is for a dog, than it is for a mouse, than it is for an ant.
And so that's my own view. This is to some degree intuitive, again, because we don't have really strong grounding here, sort of just like giving you a dressed-up vibe, but that that is sort of my my sense. And I think it's fairly parsimonious. And the other thing I would say about this is I'm actually doing some work with Patrick Butlin right now at Ilios, trying to basically operationalize some of these indicators of consciousness.
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Chapters
8 chapters
1
What are the main indicators of model consciousness and how are they measured?
0:01–0:07
2
How does Cameron Berg’s dimmer‑switch analogy explain degrees of consciousness in AI?
0:07–0:15
3
What is the “Gradual Disempowerment” threat that David DuVineau describes?
0:15–0:22
4
How does Europe’s AI sovereignty problem differ from the US approach?
0:22–0:24
5
What practical challenges does swyx highlight for AI‑engineered code and benchmarks?
0:24–0:29
6
How are self‑improving GPU kernels (PTX) reshaping the compute moat?
0:29–0:32
7
Why do AI judges often disagree with expert evaluations, and what does that mean for alignment?
0:32–0:34
8
What strategies can companies use to stay competitive as AI‑driven infrastructure costs rise?
0:34–1:55:36
Speakers
1 identifiedMore from "The Cognitive Revolution"
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