Machine Studying

We increasingly need AI agents to work in domains they never saw during training, like using a new programming library or leveraging the emerging literature around a new disease. Such domains most naturally appear as a corpus of documents , like a textbook on a technical subject or the manual describing a new tool. Faced with such a corpus, current agents overwhelmingly rely on inference compute…