Anthropic published a report on Thursday detailing how artificial intelligence has reshaped work practices and staffing at the company. The report claims that since implementing deep adoption of AI agents, the organization has achieved increased productivity across coding, sales, and contract processing. According to Anthropic’s analysis, AI agents began logging more work hours than human employees starting in May 2026, and employees now spend approximately 22% of their time managing these agents, roughly double the amount from a year prior.
The report also highlights significant changes in hiring patterns. Entry-level technical hires have declined from nearly 30% to 9% of total hires since March 2025, coinciding with the release of Claude Code, Anthropic’s agentic AI coding tool. Overall entry-level headcount dropped from about 21% to 14% during the same period. Anthropic characterizes human attention as the new “bottleneck” in its operations and suggests these internal changes may foreshadow broader shifts across industries as companies adopt AI agents.
However, several AI researchers and academics have expressed skepticism about Anthropic’s findings and motivations. Some experts question whether the report represents a genuine forecast for the broader economy or serves primarily to boost the company’s valuation ahead of its anticipated initial public offering. Morgan Frank, a Case Western Reserve University researcher, released a paper showing that job markets deteriorated beginning in early 2022, well before large language models became widely available, suggesting factors beyond AI adoption may explain recent employment trends. Other researchers, including Yale social scientist Julián Posada and Dylan Baker of the Distributed AI Research Institute, raised concerns about the report’s lack of independent verification and questioned whether the described work environment would yield high-quality product development.
Anthropicfaces additional scrutiny as it prepares for a potential stock market debut as soon as November. A draft S-1 filing revealed an $80 billion net loss during the first half of this year, along with a junk credit rating received in June. Investor projections currently value the company at $1.5 trillion, down from earlier estimates of $2 trillion or higher. The report notably omitted perspectives from Anthropic employees regarding their experiences with the changes, and the company declined to comment when contacted by media outlets about the publication.
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