Google Research introduced Titans, a new architecture that gives transformers a learnable long-term memory. Instead of forgetting everything outside the context window, Titans maintain a neural memory that updates itself at test time using gradient descent. Basically, it learns to memorize on the fly.
In 1993, three engineers sketched the future on napkins in a roadside restaurant. Today, their company is worth more than the GDP of most nations. This is the story of NVIDIA—a tale of near-bankruptcy, impossible comebacks, leather jackets, and the silicon that now powers humanity's most ambitious dreams.