Continual Learning: How AI Learns Without Forgetting
Continual learning lets a model absorb new tasks without catastrophic forgetting. Setups, methods, Google Nested Learning and Meta sparse memory finetuning.
Context engineering, agent swarms, verification loops: what the AI Engineer Summit revealed about how agentic coding actually works — and where the IDE is going.