# Working paper finds later profile edits distort historical AI-skill data

_Monday, August 24, 2026 at 10:35 AM EDT · AI · Latest · Tier 2 — Notable_

![Working paper finds later profile edits distort historical AI-skill data — Primary](https://media.thenextweb.com/2026/07/bots-outnumber-humans-internet-ai-agents-traffic.jpg)

A National Bureau of Economic Research working paper examining 29.4 million U.S. LinkedIn profiles found that 19.7% had retroactively changed a job already left. Additions of AI-related terms to prior roles rose more than sixfold after ChatGPT's release, the authors found. They estimate that a 2026 LinkedIn snapshot would overstate the prevalence of AI-related skills in 2022 by about 30%.

## Sources

- [The Next Web](https://thenextweb.com/news/linkedin-retroactive-ai-skills-edits-hiring-training-data)

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Canonical: https://techandbusiness.org/newswire/3m3UQ5effdanaevSRx0HAP
Retrieved: 2026-08-24T17:02:02.351Z
Publisher: Tech & Business (techandbusiness.org)