stochastic parrot

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

• stochastic thermodynamicsframework0.787
  Framework for non-equilibrium free energies; mentioned as future direction to generalise results
• Bender et al. 2021: On the dangers of stochastic parrotsconcept0.766
  Paper on LLM biases from training data; cited in relation to base models reflecting training data biases
• Stochastic text generation (next token prediction)method0.733
  The core mechanism of LLMs: predicting the next token based on previous context.
• probabilityconcept0.703
  Measure of expected sensory input, core to linking value and surprise.
• Selection (Darwinian)concept0.693
  The stage in the genetic algorithm where top 10% embryos by phenotypic fitness are selected.
• Probabilistic Bisection Algorithmmethod0.688
  Algorithm used to calibrate per-latent threshold boost values for consistent first-attempt difficulty
• Evolutionary Algorithmsmethod0.687
  Machine learning approach using evolutionary processes to generate and select designs, used to blur the designed vs. evolved distinction
• Entropyconcept0.684
  A measurable physical quantity representing disorder; its increase is dictated by the second law of thermodynamics.