17 paradigms beyond token prediction — from state space models to neuromorphic chips. Explore, compare, and understand what comes after the transformer.
Logic meets learning
ReasoningLinear time, constant memory
EfficiencySimulate reality, don't predict text
UnderstandingRNN quality, transformer training
EfficiencyThe LSTM strikes back
EfficiencyGenerate all tokens at once
Generation19 neurons can drive a car
AdaptationBrain chips on milliwatts
HardwareLearn rules, not statistics
ReasoningMinimize surprise to maximize intelligence
UnderstandingModel the mind's machinery
UnderstandingBest of all worlds
Production