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AI Writes 90% of Code: White-Collar Jobs Transform
14 May
Summary
- Anthropic's CFO states AI generates over 90% of company code.
- AI transforms work, shifting humans to oversight and strategy.
- Productivity gains from AI allow for potential hiring expansion.

Artificial intelligence is significantly reshaping the landscape of white-collar work, with Anthropic's CFO, Krishna Rao, reporting that AI now generates more than 90% of the company's code. This advancement is fundamentally altering daily tasks, with AI systems increasingly handling the execution phase of knowledge work across various domains.
Employees are transitioning towards roles focused on oversight, critical judgment, and strategic planning. Rao explained that AI acts as a productivity accelerant, allowing for greater output even as teams grow. This heightened efficiency means less time spent on information gathering and more on decision-making.
This transformation is evident in departments like finance, where AI assists in producing financial statements and preparing reports, reducing production time significantly. Rao believes this trend amplifies existing talent, fostering a more productive workforce. He anticipates that these productivity gains might lead companies to expand hiring rather than cut jobs.
Anthropic's experience suggests a future where employees increasingly manage AI systems and deploy 'agents' that operate concurrently on projects. Rao described this shift as making everyone a 'manager,' unlocking incredible potential for productivity gains, though acknowledging that the full implications are still in the early stages of realization.