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TU Darmstadt found the people who know AI best fear it most
TU Darmstadt's AI Monitor inverts the assumption that fear comes from ignorance, and lands eighteen months into an AI Act obligation on employers to support AI literacy among the staff who operate these systems A representative TU Darmstadt survey of more than 2,000 people in Germany found that about 43% of those with very strong AI knowledge expect AI could soon take over their work, a higher share than among those who understand it less. Only 15% of respondents have had any AI training, eighteen months after the AI Act's literacy obligation began to apply. The better people understand AI, the more they expect it to take their job. About 43% of those with very strong AI knowledge think so, TU Darmstadt found. The survey covered more than 2,000 people in Germany, carried out with YouGov. It is representative, and the answers are measured against last year's edition. "Those who understand AI best are also the most aware of its disruptive potential," said Peter Buxmann, who led the study. He called the pattern both remarkable and worrying. Industry matters less than output. If your work produces text, analysis, reports, code or slides, you are more exposed, Digital Trends reported. The worries themselves are unglamorous, which is the second surprise. Hallucinations and data protection top the list, well ahead of anything about machine superintelligence. Only 40% think superintelligence is even likely. TNW has argued that what AI is doing to jobs in Europe looks different from the headline version. Younger workers are more anxious than older ones, which inverts the usual expectation too. Concern about job security rose across every occupational group since last year. One number should trouble employers more than the rest of it. Just 15% of respondents have had any AI training at all. Europe has had a rule about that for eighteen months. Article 4 of the AI Act has applied since 2 February 2025. It obliges providers and deployers of AI systems to take measures supporting AI literacy among the staff who operate them, weighed against their training and the context of use. It sets no particular level and binds only organisations actually using such systems, so 15% is not a compliance rate. TNW has asked whether the Act can protect jobs at all. It is a readiness figure instead. Eighteen months of a literacy duty, and most German workers have had nothing. Which is Buxmann's point. He wants training and honest answers rather than reassurance, because losing a job costs more than income.
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AI-savvy workers in Germany fear job losses most, survey finds
People with stronger knowledge of artificial intelligence are more likely to fear it will take over their jobs, according to TU Darmstadt's AI Monitor 2026 based on a representative survey of more than 2,000 people in Germany. About 43% of respondents with very strong AI knowledge said they expect AI could soon take over their work, while that share drops sharply among people with less understanding of the technology. Professor Peter Buxmann, who led the study, said the finding was remarkable and worrying because public debate often assumes job fears mainly reflect a lack of information. The study said workers are more exposed when their output can be digitized, including text, analysis, reports, code and presentations, than workers whose jobs depend on physical presence. Daily AI use in most workplaces remains limited for now, the study said. Only 15% of respondents said they had taken part in any form of AI training, pointing to a gap in skills related to AI use. Respondents' main concerns were AI hallucinations and data privacy, while only 40% said they considered a future superintelligence likely. Younger workers reported more job anxiety than older ones, and concern about job security rose across all occupational groups compared with the previous year. Buxmann rejected simple reassurance as a response to those fears, saying job loss affects more than income because it can also damage social connection and a sense of purpose. He said better training and honest discussions about changing work would be a more effective response, adding that generative AI is likely to create new jobs but not replace disappearing roles on a one-to-one basis.
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A TU Darmstadt survey of over 2,000 people in Germany reveals that 43% of workers with strong AI knowledge fear AI taking over their jobs, inverting assumptions that fear stems from ignorance. Despite EU AI Act literacy requirements in effect for 18 months, only 15% have received any AI training.
A representative TU Darmstadt survey conducted with YouGov has uncovered a counterintuitive finding: workers with the strongest AI knowledge are the most concerned about job displacement due to AI. The study, covering more than 2,000 people in Germany, found that approximately 43% of respondents with very strong AI knowledge expect AI could soon take over their work
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. This percentage drops sharply among those with less understanding of the technology, inverting the common assumption that AI job fear stems primarily from ignorance.
Source: The Next Web
Professor Peter Buxmann, who led the study, called the pattern both remarkable and worrying. "Those who understand AI best are also the most aware of its disruptive potential," Buxmann stated
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. The findings challenge public debate narratives that often frame job anxiety as a problem of misinformation rather than informed assessment of AI's actual capabilities.The TU Darmstadt survey identified that industry classification matters less than the nature of work output when assessing vulnerability to AI taking over jobs. Workers whose roles produce text, analysis, reports, code, or presentations face higher exposure to automation than those whose jobs depend on physical presence
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. This pattern of digitizable outputs creating vulnerability cuts across traditional industry boundaries, affecting knowledge workers in multiple sectors.Younger workers reported more job anxiety than older ones, another inversion of typical expectations about technology adoption and concern
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. Job security concerns rose across every occupational group compared with the previous year's survey results, indicating a broadening awareness of AI's potential impact on employment.The survey revealed that workers' concerns about AI remain grounded in immediate, practical issues rather than speculative scenarios. AI hallucinations and data protection topped the list of worries, well ahead of concerns about machine superintelligence
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. Only 40% of respondents consider superintelligence even likely, suggesting that German workers are focused on near-term challenges rather than distant existential scenarios.Daily AI use in most workplaces remains limited for now, according to the study
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. This gap between current deployment and future expectations may explain why those with deeper AI knowledge—who can better envision implementation scenarios—express greater concern about job displacement.Related Stories
Perhaps the most troubling finding for employers: only 15% of respondents have received any form of AI training
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. This figure emerges eighteen months after Article 4 of the EU AI Act began applying on February 2, 2025. The regulation obliges providers and deployers of AI systems to take measures supporting AI literacy among staff who operate these systems, weighted against their training needs and context of use1
.While the AI Act sets no particular literacy level and binds only organizations actually using such systems, the 15% figure represents a readiness gap rather than a strict compliance metric. The skills gap in AI training reveals that most German workers remain unprepared for workplace transformation, despite regulatory frameworks designed to address this vulnerability.
Buxmann rejected simple reassurance as an adequate response to workers' fears, emphasizing that job loss affects more than income—it can damage social connection and a sense of purpose
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. He advocated for better AI training and honest discussions about changing work as more effective responses to mounting job security concerns.The professor acknowledged that generative AI is likely to create new jobs but warned these won't replace disappearing roles on a one-to-one basis
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. This reality makes workforce preparation through comprehensive AI literacy programs more urgent, particularly as those with the deepest understanding already recognize the technology's disruptive potential. Watch for how German employers respond to this data, especially regarding compliance with EU AI Act training obligations and whether other European nations show similar patterns of informed concern among AI-knowledgeable workers.Summarized by
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