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AI Startup Launches New Labor Market Impact Measure

TSC Desk by TSC Desk
March 8, 2026
in News
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AI Startup Launches New Labor Market Impact Measure

Figure 1: Share of Claude usage by Eloundou et al. task exposure rating
This figure shows Claude usage distributed across O*NET tasks grouped by their theoretical AI exposure. Tasks rated β=1 (fully feasible for an LLM alone) account for 68% of observed Claude usage, while tasks rated β=0 (not feasible) account for just 3%. Data on Claude usage comes from the previous four Economic Index reports.

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The rapid integration of artificial intelligence (AI) into the workforce is reshaping labor markets, prompting new research into its effects. A recent study introduces a novel measure called “observed exposure” to assess AI’s impact on employment. This approach combines theoretical AI capabilities with real-world usage data, focusing on tasks that are automated rather than augmented.

### Understanding Observed Exposure

The observed exposure measure evaluates which job tasks AI can theoretically perform and those actually automated in professional settings. The study finds that AI’s actual usage is far below its potential, with significant room for growth. Occupations such as computer programming and customer service are among the most exposed, with tasks increasingly automated. However, many roles remain beyond AI’s reach, particularly those involving physical labor or complex human interaction.

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### Market Implications

The study highlights that occupations with higher observed exposure are projected to grow less by 2034, according to the US Bureau of Labor Statistics. Interestingly, workers in these exposed professions are often older, female, and more educated, with higher pay than those in less exposed roles. Despite these projections, there is no significant increase in unemployment for highly exposed workers since late 2022. However, there is evidence suggesting a slowdown in hiring younger workers for these roles.

### Future Outlook

The findings underscore the need for ongoing analysis as AI capabilities evolve. The study’s framework aims to provide a clearer picture of AI’s labor market impact, particularly in identifying vulnerable jobs before displacement becomes evident. As AI adoption continues, monitoring these trends will be crucial to understanding and mitigating potential economic disruptions.

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The TSC News Desk is the core of Tech Scoop Canada — a focused editorial team dedicated to covering the most important stories in Canada’s technology and startup ecosystem. Our writers, editors, and analysts work with accuracy and clarity to bring readers reliable, timely, and meaningful coverage. From Canadian startup funding rounds to policy developments shaping innovation, the TSC News Desk tracks the companies, founders, and technologies moving the country forward. With a commitment to journalistic integrity and a deep understanding of Canada’s tech landscape, the team ensures readers stay informed and ahead of the curve. TSC News Desk is where Canadian innovation meets trustworthy reporting.

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