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Why Expertise Still Matters (And What That Means for AI Literacy)
Revisiting Mollick's argument about expertise in the context of disciplinary approaches to student AI literacy
23 hrs ago
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Nick Potkalitsky
11
3
3
The Knowledge Asymmetry Problem: Why Student Expertise Matters in AI Collaboration
This disciplinary knowledge isn’t about knowing everything; it’s about knowing enough to think within the domain.
Nov 13
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Nick Potkalitsky
38
5
5
Finding the Right Questions: Why AI Implementation Starts with Purpose, Not Tools
AI isn’t just a tool waiting for the district to adopt. It’s already reshaping how students write, research, and complete assignments.
Nov 10
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Nick Potkalitsky
11
2
2
Why “Think Critically About AI” Isn’t Enough
Student AI Literacy Must Be Grounded in Disciplinary Ways of Knowing
Nov 6
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Nick Potkalitsky
25
4
5
The AI Meeting Bot Problem: Built for Business, Breaking Education
Another Vendor-Created Training Emergency—This Time It's Meeting Bots
Nov 3
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Nick Potkalitsky
17
2
5
October 2025
We’re Losing the Thread on AI in Education
A call for systematic preparation in an increasingly reactive landscape
Oct 30
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Nick Potkalitsky
43
10
11
Seven Schools, Seven Pathways: What We Can Learn from AI Implementation Across Contexts
The Global Laboratory: Lessons from Schools Navigating AI Integration
Oct 27
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Nick Potkalitsky
14
3
3
Beyond Compliance: A Reappraisal of Trust
Trust is the greatest, untapped resource in our race to keep up with AI advancement
Oct 23
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Nick Potkalitsky
10
4
Beyond True or False: Teaching Students to Interrogate AI Unreliability
Expanding the student AI literacy toolkit through a reexamination of Phelan's influential theory of narratorial unreliability
Oct 20
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Nick Potkalitsky
14
3
5
Who Is This AI Enthusiast Everyone’s Talking About?
A personal appeal to examine an insubstantial artifact born from our heated discourse about AI and education
Oct 16
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Nick Potkalitsky
17
9
2
The Reckoning: Sora 2 and the Year We Said Enough
"Can you tell me where we're headin'? Lincoln County Road or Armageddon?"
Oct 13
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Nick Potkalitsky
43
6
16
Technology Watch: The Double-Edged Sword of AI Automation
Perplexity’s Comet Browser: Convenience Meets Vulnerability
Oct 9
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Nick Potkalitsky
21
2
5
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