The Abstraction Fallacy: Why AI Can Simulate but Not Instantiate Consciousness

https://deepmind.google/research/publications/231971/

Article

  • DeepMind paper argues AI can simulate but never instantiate consciousness.
  • Grounds argument in biological/thermodynamic substrate — not just information processing.
  • Invokes Searle’s Chinese Room: syntax alone cannot produce semantics.
  • Claims embodied, metabolically constituted systems are prerequisite for subjective experience.

Discussion

  • Hofstadter’s Strange Loop cited as more intuitive counter-framework.
  • Commenters argue the thermodynamic substrate assumption is unsubstantiated — states are replicable.
  • Four camps identified: unreflective believers, unreflective dismissers, informed skeptics, informed agnostics.
  • Dennett and Hofstadter invoked against Chinese Room; Searle seen as sophistry by some.

Discuss on HN


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Added Apr 21, 2026
Modified Apr 21, 2026