New Research Highlights Skills Students Need for AI-Driven Future

The Burning Glass Institute and aiEDU release framework for how K-12 education must adapt to the rise of generative AI.

Published on Feb. 26, 2026

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A new report from the Burning Glass Institute and the AI Education Project offers a comprehensive analysis of how generative artificial intelligence (AI) is transforming the skills students need to succeed in the workforce. The research finds that AI is redefining what mastery looks like, as routine and procedural tasks become increasingly automated. Employers are placing greater value on judgment, problem-solving, and the ability to collaborate with AI. The report introduces a framework for understanding how skills are affected by AI, identifying which competencies should be deepened, transformed, sharpened, or applied differently in K-12 classrooms.

Why it matters

As AI automates more workplace tasks, schools must rethink how they prioritize and assess skills to ensure students develop the human-centered competencies that remain most valuable, such as ethical reasoning, creative expression, and problem-solving. The report calls for major changes to curriculum, teacher training, and education-workforce alignment to prepare all students - not just those in well-resourced schools - for an AI-driven future.

The details

The report finds that entry-level work is evolving, with new graduates expected to arrive with skills that previously developed on the job. It challenges long-standing assumptions about which subjects are most protected from automation, while upholding skills like writing, mathematical reasoning, and research as growing in importance as students must learn to direct, evaluate, and challenge AI output. The research calls for rethinking how schools prioritize and assess skills, investing in teacher professional learning, expanding access to AI tools, and building cross-sector partnerships to align education and workforce systems.

  • The report was released on February 26, 2026.

The players

The Burning Glass Institute

A non-profit data laboratory that generates novel datasets to construct innovative models, metrics, and benchmarks to boost economic mobility, drive worker and community prosperity, and bring new efficiency to how talent and opportunity connect.

aiEDU

A 501(c)(3) non-profit devoted to making sure all students are ready to live, work, and thrive in a world where AI is everywhere, working with education systems to advance AI literacy and AI readiness.

Alex Kotran

CEO of aiEDU.

Matt Sigelman

President of the Burning Glass Institute.

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What they’re saying

“The question is no longer whether AI will change the workforce—it already is. The real question is whether our education systems are preparing students for that reality.”

— Alex Kotran, CEO of aiEDU (bakercityherald.com)

“As AI automates workplace tasks, many core subjects will be more critical to master than ever, even as the cognitive demands on students associated with mastering them are rising, not falling.”

— Matt Sigelman, President of the Burning Glass Institute (bakercityherald.com)

“This is not just a workforce issue—it is a societal one. How we prepare students today will shape our economic competitiveness, our civic life, and our shared future.”

— Alex Kotran, CEO of aiEDU (bakercityherald.com)

What’s next

The full report is available at: burningglassinstitute.org/research/whichskillsmatternow

The takeaway

As AI automates more workplace tasks, schools must fundamentally rethink their curriculum, teaching methods, and partnerships to ensure all students develop the human-centered skills that will be most valuable in an AI-driven future, including critical thinking, ethical reasoning, and the ability to collaborate with technology.