Articles in
Artificial Intelligence
2 articles
Tensor Networks: A Mathematical Bridge Between Neural and Symbolic AI
Tensor networks give neural and symbolic AI one language: logic becomes sparse tensors, neural nets low-rank ones, and inference in both is a contraction.
Machine LearningNeuro-Symbolic AITensor Networks
Cost-Constrained LLM Cascades — Meet C3PO
C3PO runs LLM cascades under a probabilistic cost constraint: stay in budget with 95% confidence, escalating to a bigger model only when the cheap one falls short.
AILLMMachine Learning