Test-Time Computation

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

• Test-Time Scalingconcept0.815
  Approach using extra compute at test time to double-check answers and improve reliability.
• Adaptive Computation Timeframework0.796
  Classic approach to adaptive test-time compute for recurrent networks, cited as precursor to looped LLMs
• Generate and Testframework0.759
  Abstract iterative scheme underlying Darwinian evolution, GP, and Dennett's tower of learning.
• Can we characterize polynomial-time computation and other complexity classes in such terms?question0.758
  Hoping for machine-independent, geometrical characterizations of complexity classes via interaction models.
• Turing Testframework0.756
  A test of intelligence via linguistic performance; deemed insufficient for sentience assessment by Levin.
• Computation as a Physical Processconcept0.727
  Longstanding tradition the paper situates itself within, treating computational complexity as manifesting via physical dynamical phenomena.
• Representational Timeframework0.727
  A new kind of time with past/present/future that co-originates with life, enabling memory, anticipation and learning.
• Winner-Take-All Computationconcept0.726
  Neural circuit motif selecting the strongest input; approximated by softmax.