DeepSeek’s latest training research arrives at a moment when the cost of building frontier models is starting to choke off competition. Instead of chasing ever larger clusters, the company is betting ...

The social learning theory notion of vicarious learning through modeling can elucidate the phenomenon of behavioral change in organizations. Vicarious learning encompasses attentional, retention, ...

By allowing models to actively update their weights during inference, Test-Time Training (TTT) creates a "compressed memory" ...

DeepSeek’s research doesn’t claim to solve hardware shortages or energy challenges overnight. Instead, it represents a quieter but important improvement: making better use of the resources already ...