Demis Hassabis outlined Google DeepMind’s path to stronger AI: multimodal models acting as agents that use tools/APIs, plan over longer tasks, and run under tighter safety evaluations. For engineering teams, expect a shift from chat prompts to instrumented agent workflows that call your services and data pipelines; timelines were not specified but the direction is clear.