PSE Student Experiences With Generative AI—September 2026

PSE Student Experiences With Generative AI—September 2026

Skills and Workforce Development Technology and Innovation Analysis
Pages:18 pages10 min read

Author: Jessica Rizk

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Preparing students to use AI effectively, critically, and responsibly has become a national priority. This research examines how post-secondary students use AI and whether widespread adoption is translating into AI literacy and workforce readiness.

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AI Adoption Outpaces Readiness: Student Experiences With Generative AI in Canadian Post-Secondary Education

With AI becoming increasingly embedded in education and the workforce, this research summarizes the results of Signal49’s national survey of 503 post-secondary students to examine their use of generative AI as well as the benefits and challenges they are experiencing.

Do students report improvements in efficiency, understanding of course material, work quality, or overall learning experience by using AI? Which AI tools are most commonly used and for what purposes? How do students feel about the impact of generative AI on post secondary education, now and in the future? What role do instructors and institutions play in supporting AI related knowledge and skills?

Read the data briefing to get our full analysis.

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Key findings
From adoption to readiness
Student AI use is widespread
Perceived learning benefits remain limited
Students report low AI confidence and readiness
Concern about AI outweighs optimism
Students primarily use AI in basic ways
Students are largely navigating AI on their own
Institutional support is linked to higher AI use
From widespread use to meaningful adoption
Appendix A: Methodology
Appendix B: Bibliography

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