Vibe Coding in Production
Artificial intelligence can make software. But not on its own. Give it a vision rooted in institutional knowledge, and the list of problems too expensive to solve gets a lot shorter.
Artificial intelligence can make software. But not on its own. Give it a vision rooted in institutional knowledge, and the list of problems too expensive to solve gets a lot shorter.
The Agentic Professor is a construct that helps colleges and universities explore how scalable, long-term personalized instructional support could reshape teaching, assessment, and the role of faculty.
Higher education can strengthen students' artificial intelligence (AI) literacy and responsible AI use by creating low-stakes, hands-on learning spaces where students, faculty, and staff explore emerging AI tools through guided experimentation, collaboration, and reflection.
As generative artificial intelligence reshapes conversations about teaching, learning, and assessment, colleges and universities have an opportunity to look beyond what learners produce and better understand how human capability develops over time, strengthening teaching, feedback, and assessment through richer evidence of learning.
Artificial intelligence (AI) will transform the classroom into an interactive ecosystem of guidance and support. The Triadic Learning Ecosystem (TLE) offers an architecture of that near future, connecting teachers, students, and AI-enabled tools in a collaborative model of learning.
Artificial intelligence–based counseling apps can address unmet mental health needs and also help those who need in-person support feel more comfortable seeking it.
Artificial intelligence is reshaping higher education, exposing weaknesses in assessment, curriculum, and institutional strategy. Ten critical challenges reveal why incremental change will not suffice and why colleges and universities must rethink their strategy, culture, and purpose.
As artificial intelligence (AI) reshapes higher education, educators and technologists must rely on ACTUAL intelligence—agency, connection, trust, uniqueness, adaptability, and lifelong learning—to ensure AI enhances, rather than replaces, human judgment, relationships, and learning.
Generative artificial intelligence can expand the reach of open educational resources, but educators and institutions need a clear framework for licensing, disclosure, and responsible use.
Redesigning learning experiences, not just adding tools, can build faculty confidence and develop students’ critical, ethical, and applied AI literacy.