Anthropic team members anticipate that artificial intelligence will render much of their daily work unnecessary. By comparison, most American workers do not share this outlook on their own roles.

The AI firm released findings on Friday that contrast responses from the general US adult population with results from an internal survey of 1,334 Anthropic employees. The majority of company staff indicated that AI systems will manage at least 80 percent of their responsibilities by 2030, whereas only around 5 percent of US workers expressed the same view.

The study, called The AI expectations gap, highlights the divide between perspectives at the AI startup and those of other American adults. Anthropic personnel express greater optimism regarding AI advancement, current time savings from the technology, and future economic expansion.

The typical Anthropic employee projected that AI would complete 95 percent of the tasks involved in developing a new AI model by the close of 2030.

Peter McCrory, the firm's chief economist, noted on X that these insights could assist outsiders in readying for more advanced AI tools.

We are sharing this research because Anthropic operates about a year and a half ahead of the wider economy in AI integration, meaning developments here may signal trends for the rest of the world, he stated.

Anthropic Employees Anticipate Higher Joblessness and Sharp GDP Increases

The surveys explored current AI usage patterns and anticipated shifts in work.

US adults and Anthropic personnel largely concur on present-day AI capabilities, the researchers noted. Yet they differ on the pace of improvement, the breadth of adoption, and the scale of productivity benefits in terms of time saved.

Several factors may account for these differences. Anthropic staff benefit from larger tool budgets and early access to unreleased models. Average US workers more often perform physical or service-oriented tasks.

The team observed that individuals in manual trades, manufacturing, and transportation expected AI to handle the smallest share of their work by 2030, unlike Anthropic employees, technology professionals, and those in business or finance.

Most Anthropic respondents forecasted that unemployment would exceed 12 percent in 2030. The bulk of US workers believed the rate would stay near or below 8 percent. The current figure stands at 4.2 percent.

Existing studies present mixed findings on AI effects in the labor market. A recent Yale analysis concluded that AI has primarily altered job types without linking to shifts in unemployment levels.

The Anthropic researchers also gathered estimates on economic expansion. The median US adult projected 5.4 percent GDP growth for 2030, while the median Anthropic employee forecast 17.1 percent. Last year's national GDP rose by 2.2 percent.

Anthropic Personnel Align with Leadership Views

Anthropic CEO Dario Amodei has emerged as a prominent commentator on workforce disruption. In March 2025 he predicted AI would generate 90 percent of code within six months and nearly all code within a year. That May he told Axios that AI might eliminate half of entry-level white-collar positions within five years, pushing unemployment to 10 or 20 percent.

Amodei elaborated in a subsequent essay that AI differs from earlier technological shifts. He anticipates an unprecedented short-term labor disruption alongside dramatic economic growth.

AI does not merely replace particular human roles but acts as a broad substitute for human labor overall, he wrote.