Graph Neural Networks

The Gradient article argues for Neural Algorithmic Reasoning (NAR) as a path to endow neural nets with algorithmic competence, detailing architectural biases, benchmarks (CLRS-30), and empirical gains that move toward generalist, differentiable processors for classical computations.