At All4Ed, we are committed to expanding equitable educational opportunities for students of color, students from low-income families, and other marginalized groups. Search our publications, podcasts, videos, webinars, and other tools to learn more about the policies and practices we promote to ensure all students graduate from high school prepared for college, work, and life.

blog | AI, Career and Technical Education, College and Career Pathways, Education Policy, High Schools, Higher Education, Student Voice, Workforce and Community

by Charlotte Cahill
June 4, 2026

As AI transforms education and workforce development, are we repeating the same old patterns? This blog explores why AI literacy should be the starting pointโ€”not the end goalโ€”and why young people deserve opportunities to understand, evaluate, and shape the future of AI.

blog | Assessment, Career and Technical Education, College and Career Pathways, Education Policy, High Schools, Higher Education, Learning Sciences, Workforce and Community

by Kyle Hartung
April 16, 2026

What if the problem isnโ€™t skillsโ€”but how we define them? This blog challenges the โ€œgrammar of skills,โ€ arguing it misrepresents how people learn and fuels systems that prioritize measurement over development, equity, and real-world capability.

blog | Accountability and Support, COVID Response & Recovery, Data and Privacy, Digital Divide, Digital Learning, Funding Equity, Future Ready Schools, High Schools, K to Gray

by Adam Phyall
March 9, 2026

As districts rethink one-to-one device programs, Dr. Adam Phyall explores the real questions behind access, equity, screen time, and student success โ€” and why technology decisions should be driven by opportunity, not reaction.

blog | Career and Technical Education, College and Career Pathways, High Schools, Higher Education, Workforce and Community

by Kyle Hartung
February 18, 2026

โ€œHall of Mirrorsโ€ challenges the pathways narrative, revealing how language and assumptions about credentials vs. degrees distort reality. This post examines the evidenceโ€”and how current systems may limit, not expand, opportunity.

publication | AI, Career and Technical Education, College and Career Pathways, High Schools

As technology rapidly reshapes education, artificial intelligence promises scalable solutions to longstanding challenges in college and career counseling. With student-to-counselor ratios averaging 376:1 nationwideโ€”far above the recommended 250:1โ€”the appeal of AI-powered platforms is undeniable. Yet in our rush to solve the counselor shortage through technology, we risk sacrificing what makes guidance truly transformative: authentic human connection.

publication | Career and Technical Education, College and Career Pathways, Federal Education Budget, High Schools

In todayโ€™s rapidly evolving economic landscape, college and career counseling has never been more critical for studentsโ€™ success. However, educators across the nation face unprecedented challenges, with excessively high student-to-counselor ratios leaving many young people without adequate guidance to navigate their educational and career pathways. This situation has been further complicated by recent disruptions to federal education funding, creating uncertainty for districts that depend on these resources to support comprehensive counseling programs.

publication | Career and Technical Education, College and Career Pathways, High Schools, State Policy Center

An overview of college and career pathway policies in six Great Lakes statesโ€”Illinois, Indiana, Michigan, Minnesota, Ohio, and Wisconsin. Fact sheets detail early college credit and CTE policies, with snapshots of credit transfer policy, student participation data, state funding mechanisms, educator requirements, and alignment between early college and CTE.

podcast | Accountability and Support, Educator Policy, High Schools, Policy and Government, US Department of Education

Have todayโ€™s education-to-career โ€œpathwaysโ€ lost their way? Charlotte Cahill and Kyle Hartung of All4Ed unpack how well-intended systems can limit opportunityโ€”and how to redesign them to truly serve all students.

podcast | Accountability and Support, Educator Policy, High Schools, Policy and Government, US Department of Education

Sweeping waiver proposals in Iowa, Indiana, and Oklahoma could reshape school oversight. Experts Anne Hyslop and Nicholas Munyan-Penney break down the risks to student data, accountability, and equity when states seek flexibility at a high cost.