SITUATION EXPLAINED: Dwarkesh's 8 predictions for the era of Continual Learning. 1. Writing notes between sessions won't get you human-level competence, like an infinite line of students trying to learn saxophone from each other's notes 2. Training and deployment stop being separate categories, so he'd rather see monthly or quarterly risk inspections than pre-deployment checks 3. Alignment gets harder, the question shifts from frozen weights behaving well to weights updating constantly without…

Dwarkesh Patel@dwarkesh_spAug 7

8 Predictions for the Era of Continual Learning. Also up on YouTube, pod feed, and Substack.