Discipline shape becomes cheaper to execute after Rouleau-Levin substrate-neutrality consensus publication in Phil Trans A.

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Academic consensus is shifting toward substrate neutrality of cognitive primitives.claim0.794
• Pub House mode becomes strategically more interesting than originally framed after Phil Trans A theme issue establishes substrate-neutrality consensus.prediction0.787
• Lab shape (as independent institute) becomes weaker option after Sacco-Sakthivadivel-Levin no-go theorem on pure-text coherence.prediction0.772
• Discipline plus arena hybrid—papers plus leaderboard—is strategically more efficient than lab or company alone.claim0.762
• VS-Standard achieves KL divergence of 0.12-0.13 from pretraining distribution on US state naming task, vs. 14.89-16.16 for Direct promptingfinding0.756
  Strong empirical evidence that VS recovers pretraining distribution while direct prompting collapses
• Representation and computation can diverge; cyclic geometry is representational invariant while operations use generic substrate.claim0.752
• The price system, bioelectricity, and pattern language are three substrates' answers to the same coordination problem.claim0.751
• About Blank's publication window for 'consciousness in unconventional substrates' framing is closing as academic consensus consolidates.claim0.747