AGI Safety and Alignment at Google DeepMind: A Summary of Recent Work (July 2026)

Google DeepMind's safety team published a significant update on their work to keep frontier AI systems aligned and secure. The team has shifted from theoretical approaches to practical production work—what they call the 'midgame.' Per the AI Alignment Forum, their research now focuses on making AI reasoning more transparent through chain of thought analysis and developing control systems that let researchers verify what powerful AI models are actually doing. As AI capabilities accelerate, the team argues this work is critical to catching misalignment before it becomes dangerous.

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