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Ken Griffin Says Machines Can Do Weeks of Expert Work in Seconds. One Skill Still Belongs to Humans

Reported by Inc
Oct 22, 2026· 2 min read
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Key Takeaways
  • • Citadel CEO Ken Griffin said AI can now compress work that once took master's- and PhD-level employees weeks into seconds, calling the trend "a very depressing moment" and describing it as the threat to white-collar jobs "playing out."
  • • Griffin said he is not currently worried about his own team's exposure to AI automation, arguing that the core value of research lies in turning data into a narrative that informs trading decisions.
  • • Griffin's quote: "Bits and pieces of that AI can help shed some light on. But ultimately that narrative is still assembled by a person."
  • • Per the Stanford Institute for Economic Policy Research, AI's impact on the overall job market is relatively small but is disproportionately hurting early-career white-collar workers, particularly in customer service and software development.
  • • Pew Research Center data shows 71 percent of Americans believe AI will lead to fewer jobs, while Anthropic reports only 5 percent of the American workforce believe their own job could be mostly replaced by AI by 2030.
Summary
Citadel founder and CEO Ken Griffin, speaking in an interview at the Citadel Securities conference in New York, described how analytical work that previously required employees with master's degrees or PhDs several weeks can now be completed with the press of a button. Griffin characterized the development as a worrying signal for white-collar employment, saying it was "a very depressing moment" and that "you're seeing the threat to white-collar jobs playing out."

The article places Griffin's remarks within a broader labor-market context. According to the Stanford Institute for Economic Policy Research, the workers most affected by the AI boom so far have been white-collar employees in entry-level roles. While AI's effect on the overall job market has been relatively small, it is disproportionately hurting early-career workers, with customer service and software development cited as especially exposed. Fortune, as cited in the article, noted that unemployment among recent college graduates is rising twice as quickly as across the rest of the workforce.

Griffin nonetheless said he is not currently concerned that his own employees face near-term automation risk. He argued that most of his team's research output reflects human creativity and judgment, and that the value lies in converting data into a narrative that can inform trading behavior and ultimately generate returns. "Bits and pieces of that AI can help shed some light on," he said. "But ultimately that narrative is still assembled by a person."

The article also notes a gap in public perception. Pew Research Center data shows 71 percent of Americans believe AI will reduce the number of jobs, yet according to Anthropic only 5 percent of American workers believe their own job could be largely replaced by AI by 2030.

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Sources

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AlphaMaven summarised this story from the reporting below. Each link opens the original article.

Inc Ken Griffin Says Machines Can Do Weeks of Expert Work in Seconds. One Skill Still Belongs to Humans