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As artificial intelligence becomes increasingly capable of writing code, conducting research, and supporting software development, a new question is emerging across the industry: what happens when AI systems begin improving themselves?

According to Jack Clark, co-founder of Anthropic, that scenario may be approaching faster than many organizations expect. Speaking recently to the BBC, Clark revealed that Anthropic’s AI assistant Claude already contributes to approximately 80% of the company’s coding work. Within the next few years, that number could potentially reach 100%.

The concern is not simply about automation. It is about the possibility of AI systems participating directly in the development of future AI models.

Anthropic Warns AI May Soon Improve Itself Without Human Oversight - ControlF5 Software As artificial intelligence becomes increasingly capable of writing code, conducting research, and supporting software development, a new question is emerging

We have created a tool for measuring AI's impact on software development productivity, with the goal of the entire team adopting the AI-assisted workflow by the end of 2026.

Read more about our plans for 2026 in the article we left in the comment section.