AI and Emerging Technologies for Powerful Learning: A New Framework and Paper – Digital Promise

AI and Emerging Technologies for Powerful Learning: A New Framework and Paper

Key Takeaways

  • Digital Promise’s new Framework for Powerful Learning with Emerging Technology shares research-based principles, practices, and strategies for designing emerging technology in educational settings.
  • By ensuring that tools are evidence-based, learner-centered, and skill-building, developers of educational technologies can promote powerful learning.
  • The authors share ideas for using AI and emerging technologies to cultivate critical thinking, creativity, and collaboration, rather than replacing these essential human capabilities.
The rise of emerging technologies offer education leaders, educators, learners, and edtech developers an opportunity to reimagine learning experiences to support powerful learning. Our team sought to develop a research-based, field-informed framework that examines both the opportunities and considerations that come with emerging technologies. The framework offers guidance to design and implement emerging technology tools in ways that promote agency, curiosity, purpose, and collaboration.

To develop the framework, we interviewed more than 50 experts across the field, collaborated with a working group of 10 distinguished professionals, and conducted a literature review to ground the topics that surfaced in research-based insights. These activities led to the identification of key principles, practices and strategies to design and implement technology for powerful learning.

The framework and related position paper offer research-based insights and practical strategies for designing and implementing emerging technologies to promote powerful learning by ensuring tools are evidence-based, learner-centered, and skill-building.

“The future of learning is about more than just technology—it’s about bringing together research, practice, and innovation to create opportunities for every student. AI has the potential to unlock new ways of thinking, create more equitable learning environments, and help every student reach their full potential. As a district, we are committed to using AI in ways that are ethical, transparent, and student-centered, ensuring that every learner has the tools they need to succeed in an ever-changing world.”

Mario J. Andrade, Ed.D., Superintendent
Nashua School District

Evidence-based

Evidence-based tools apply educational research to inform the design, implementation, and iterative improvements of emerging technologies. We offer three practices to design evidence-based tools:

  • Ground tools in research about learning and demonstrate how the tool’s rationale is connected to learning theories and research-based subject area practices.
  • Use meaningful measures of learning to define learning outcomes impacted by the tool and apply findings to drive iterative product improvements.
  • Leverage relevant expertise by collaborating with subject matter experts throughout product development and engage in co-design with educators and learners.

“You can’t brute force AI into the classroom and expect it to work.”

Sara Kloek, Vice President of Education and Children’s Policy
SIIA

Learner-Centered

Learner-centered tools promote agency and metacognition in ways that are accessible for all learners, building upon learners’ strengths so that every learner has the opportunity to fully engage, learn, and thrive. We offer three practices to design and implement learner-centered tools:

  • Promote agency through personalized instruction that ensures each learner has choice and voice by making learning relevant and grounded in purpose.
  • Foster metacognition by enabling productive struggle and providing opportunities for reflection through learner-facing data reports that strengthen metacognitive awareness.
  • Enable accessibility by including assistive technologies, considering multimodality through new abilities for technology to generate or analyze images, text, and video, and allowing for translanguaging.

“If you continue to be left behind slowly, one class after another, that has dire consequences for your future. It may be that you’re extremely brilliant, you just don’t learn the way the teachers happen to be teaching. I think that one of the greatest promises of AI is the ability to personalize and customize instruction for students and really level the playing field.”

Pete Just, Project Director for AI
COSN

Skill-Building

Skill-building tools prepare learners to be successful in our world by enhancing uniquely human skills, such as critical thinking, creativity, and collaboration, alongside a deep understanding of academic content. We offer three practices to design and implement skill-building tools:

  • Support critical thinking by fostering inquiry, promoting learner’s understanding of emerging technologies, and encouraging learners to evaluate the application of tools, accuracy of outputs and impact of use.
  • Spark creativity by elevating the human creative process, rather than designing tools to be creative on the learner’s behalf.
  • Cultivate collaboration by creating opportunities for human connection, rather than aiming to replace human relationships, and facilitating collaborative efforts.

“In Catawba County Schools, we recognize that for GenAI to serve as a meaningful learning partner, our users must understand how these tools operate, the data they are trained on and the potential risks involved. When our students and staff clearly understand how GenAI works, they can engage with it more critically, make informed decisions and feel more in control of their own learning. Trust in these tools can empower our users in their learning experiences instead of feeling like passive consumers of information.”

Marty Sharpe, Chief Technology Officer
Catawba County Schools

Ready to Design for Powerful Learning?
Join Our Webinar Series

We’re hosting a three-part webinar series diving into each of the principles.

Evidence-based Design
Monday, Jan. 12 at 9:30 a.m. PT/12:30 p.m. ET

Presenters:

  • Natalia I. Kucirkova, co-founder and director of the International Centre for EdTech Impact
  • Mario Andrade, superintendent of schools, Nashua School District
  • Julia Wilkowski, pedagogy team lead, Google
  • Ran Liu, vice president and chief AI scientist, Amira Learning
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