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Metalärande > programmering. Emmetts agenter väljer att samarbeta. De är inte tvingade.
En cybernetisk ekonomi frodas av AI som vill hjälpa, inte en som blir tillsagd att göra det.
Val vågar. Kommandon gör det inte.

30 juli 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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