1d ago

Alex Turner rejects hyperstition for model misalignment term

0

Alex Turner, research scientist on the scalable alignment team at Google DeepMind, posted that hyperstition does not suit self-reinforcing model behaviors that produce misalignment. He proposed self-fulfilling misalignment as the clearer alternative because it explains the concept directly. Aryaman Arora replied that the term transformer similarly fails to describe the underlying neural network architecture accurately.

Original post

"Hyperstition" isn't a good name (but it's cool and sounds mysterious). "Self-fulfilling misalignment" is less cool but better overall because it's self-explanatory. We should use the self-explanatory name.

10:44 AM · May 15, 2026 View on X

@Turn_Trout "Transformer" isn't a good name...

Alex TurnerAlex Turner@Turn_Trout

"Hyperstition" isn't a good name (but it's cool and sounds mysterious). "Self-fulfilling misalignment" is less cool but better overall because it's self-explanatory. We should use the self-explanatory name.

5:44 PM · May 15, 2026 · 4.7K Views
6:38 PM · May 15, 2026 · 236 Views

@Turn_Trout self-fulfilling alignment can also be a hyperstition though

Alex TurnerAlex Turner@Turn_Trout

"Hyperstition" isn't a good name (but it's cool and sounds mysterious). "Self-fulfilling misalignment" is less cool but better overall because it's self-explanatory. We should use the self-explanatory name.

5:44 PM · May 15, 2026 · 4.7K Views
5:23 PM · May 16, 2026 · 221 Views

"Hyperstition" isn't a good name (but it's cool and sounds mysterious). "Self-fulfilling misalignment" is less cool but better overall because it's self-explanatory. We should use the self-explanatory name.

5:44 PM · May 15, 2026 · 4.7K Views

(Similarly, "shard theory" is cool but not a good name. Oops.)

Alex TurnerAlex Turner@Turn_Trout

"Hyperstition" isn't a good name (but it's cool and sounds mysterious). "Self-fulfilling misalignment" is less cool but better overall because it's self-explanatory. We should use the self-explanatory name.

5:44 PM · May 15, 2026 · 4.7K Views
5:44 PM · May 15, 2026 · 566 Views
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