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Meta-learning > programming. Emmett's agents choose to cooperate. They're not coerced.
A cybernetic economy thrives on AI that wants to help, not one that's told to.
Choice scales. Commands don't.

30.7.2025
Emmett Shear @eshear co-founded Twitch and guided OpenAI through its most intense 72 hours as interim CEO.
Now he’s doing the opposite of most AI research at his organic alignment lab @softmaxresearch: scaling up a population of small dumb agents to align with each other as one—like the 28 trillion cells that make up “you”.
Emmett opened our DEMi3 summit (backed by @cyberFund_) with a fireside chat on alignment with @kylejohnmorris, founder of @demi_network.
How is a sword like a learning system? Who would you get obligatory multicellular with? Is deceptive alignment even a real concern?
Watch his full-length talk below 👇
0:01:30 - Defining Alignment: "Aligned to what?"
0:02:50 - Organic Alignment: "Align WITH rather than TO"
0:05:00 - e.g. The invisible hand as original AI
0:07:21 - e.g. The gene regulatory network in cells
0:09:00 - Softmax's novel approach: Multi-agent RL of a small dumb population
0:10:36 - Alignment must be a choice: Meta-learning cooperation
0:12:47 - Softmax's mission
0:15:00 - Alignment is a dangerous, powerful capability
0:16:37 - How humans align: The big inference jump
0:19:00 - When alignment fails (e.g. cancer cells) + obligatory multicellular enforcement
0:21:47 - Addressing "deceptive alignment" risks: Alignment isn't asymmetric
0:25:37 - How to implement organic AI alignment
0:26:33 - What we need to do now: Humans & AI aligning with each other as a family
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