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Softmax Inc.

Organisation that hosted the Holistic Intelligence unconference where the paper's ideas originated

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  • Softmax Bottleneckconcept0.794
    Failure mode for output-surjectivity: LLMs may lack capacity to predict all tokens due to rank constraints
  • Softmax Functionmethod0.777
    Neuronal dynamics computed from free energy gradients; interpreted as average firing rate of neural populations.
  • Policies assigned probability via softmax of expected free energy; enables self-evidencing behavior.
  • Selecting policies using a softmax (normalized exponential) function of negative expected free energy.
  • Implementation detail weighting softmax by log(n_memories) to prevent down-weighting of attention values as memory set grows.
  • Soft Lossconcept0.705
    Loss computed using continuous relaxations of logic gates during training
  • Soft Roboticsconcept0.704
  • Using softmax to translate membrane potentials into firing rates, implementing lateral inhibition.