Training Empathy as a Two-Way Street

A new approach to empathetic response modeling treats empathy as inherently relational—evaluating not just what the model says, but how it might land. When we talk about making language models…

Do Neural Networks Share a Common Grammar?

A large-scale empirical study suggests that deep networks—regardless of what they’re trained to do—may converge toward remarkably similar internal structures. When neural networks learn to perform different tasks, do they…