Capital markets, complex adaptive systems, cascades, reflexivity
3rd AI wave, Neurosymbolic AI, System 1 and 2 DL
Graph theory, graph convolutional networks, knowledge graphs
Protein folding problem, molecular dynamic simulation, AlphaFold
Stochastic gradient descent, automatic differentiation, saddle points
Data infrastructure, prescriptive analytics, reference architectures
Invariance, perception, accidental viewpoints
Infrastructure abstraction, future of serverless
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Gradient Ascent