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Anthropic's warning over AI self-improvement has a hidden message — accelerating development requires more compute before companies ever risk losing control of frontier AI models
Luke James · 2026-06-10 · via Latest from Tom's Hardware in News-analysis
Code with Claude with a man's head as the silhouette.
(Image credit: Getty Images / Bloomberg)

The company that just a few weeks ago told us that its Mythos model was too powerful to be released publicly is now saying that we might need to hit the pause button on AI altogether, while also teaching its AI to build itself. On June 4, Anthropic published a report, when AI builds itself, showing that Claude now writes more than 80% of the code merged into its own production codebase, up from the low single digits before Claude Code reached research preview in February last year, and arguing that the loop has begun to accelerate AI development in a way that could eventually leave humans unable to control the systems being built.

The Anthropic Institute, the firm's research arm, casts the trend as early movement toward recursive self-improvement, the point at which a model designs and builds its own successor without meaningful human input, and warns that the rare misalignment in today's models could keep "growing more frequent but less understood until we lose control of them."

Luke James is a freelance writer and journalist.  Although his background is in legal, he has a personal interest in all things tech, especially hardware and microelectronics, and anything regulatory.