From Static Training to Continuous Learning For most of the deep‑learning era, language models have behaved like gifted but forgetful students. They memorize vast libraries of text, shine on day‑one exams, and then freeze in time, unable to integrate new material without a costly retraining cycle. MIT researchers have now upended that workflow with Self‑Adapting […]
