Josh Jones of QuantHub on Teaching AI Skills That Outlast the Tools

Mar 16, 2026

Josh Jones, CEO of QuantHub and serial entrepreneur in data and AI literacy. He discusses why education should teach durable meta-skills like critical thinking, ethics, and change management. He explains mapping AI skills to standards and why bans on tools can widen gaps. He urges modular curriculum updates and clear institutional AI policies to stay resilient.

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INSIGHT

Building Education Tools To Move As Fast As AI

QuantHub was built to use AI to speed curriculum development while validating quality for regulated contexts like states and accredited institutions.
Josh Jones joined OpenAI beta early and used models experimentally but emphasized mapping outputs to standards and validation processes.

ADVICE

Teach Meta Skills Not Specific Models

Abstract curriculum away from specific tools and teach durable meta-skills like critical thinking, ethics, and change management.
Expect digital modules to have short shelf lives and design content you can refresh within months, not years.

ADVICE

Map AI Modules To Existing Standards

Map AI and data modules to existing state standards and course learning outcomes so teachers can hot-swap them into current classes.
QuantHub builds sub-hour digital modules tied to ACT-style skills like data exploration and visual storytelling.

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Josh Jones is the CEO of QuantHub, an edtech and workforce company advancing data and AI literacy across K–12, higher education, government, and enterprise. A serial entrepreneur and former data science consultant, Josh has spent decades helping organizations adapt to rapid technological change.

💡 5 Things You’ll Learn in This Episode:

Why AI education should focus on durable skills, not specific tools
How schools can adapt curriculum faster without sacrificing rigor
The difference between AI literacy and AI fluency
Practical guidance on student AI use, ethics, and assessment
What institutions must change to stay resilient in an exponential tech era

✨ Episode Highlights:
[00:02:00] Why QuantHub was built to keep pace with accelerating AI change
[00:04:30] The mismatch between slow curriculum cycles and fast-moving AI
[00:06:40] Teaching meta-skills like critical thinking, ethics, and change management
[00:09:00] Mapping AI and data skills into existing K–12 and higher-ed standards
[00:11:45] Why banning ChatGPT creates more problems than it solves
[00:13:40] Institutions leading the way on clear, fair AI policies
[00:15:40] What schools must rethink to stay relevant over the next decade

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🎉 Presenting Sponsor/s:

Innovation in preK to gray learning is powered by exceptional people. For over 15 years, EdTech companies of all sizes and stages have trusted HireEducation to find the talent that drives impact. When specific skills and experiences are mission-critical, HireEducation is a partner that delivers. Offering permanent, fractional, and executive recruitment, HireEducation knows the go-to-market talent you need. Learn more at HireEdu.com.

Cooley LLP is the go-to law firm for education and edtech innovators, offering industry-informed counsel across the 'pre-K to gray' spectrum. With a multidisciplinary approach and a powerful edtech ecosystem, Cooley helps shape the future of education.