The White House National AI Policy Framework calls for AI fluency across the entire workforce. But frameworks don’t build skills — people do. Here’s what actually needs to happen next.
A $23 million initiative is training 400,000 teachers to build agentic AI tools that leverage professional judgment instead of replacing it. The shift from basic AI use to professional AI fluency changes everything.
RAND data shows student AI homework use jumped from 48% to 62% in 2025, while 67% of those same students believe it harms critical thinking. The adoption-literacy gap is the real crisis — and it demands a new approach.
The world’s largest writing education organization just voted to protect the right to say no to AI in the classroom. Here’s why that matters more than you think.
Anthropic’s March 2026 report introduces ‘observed exposure’ — a new measure of which jobs AI is actually performing, not just theoretically capable of. The data reveals a shrinking window of opportunity for professionals who haven’t started building AI fluency.
A BU cognitive neuroscientist reveals how unproven AI tools risk repeating the same pattern that created America’s reading crisis. The most urgent AI literacy skill of 2026 isn’t prompt engineering — it’s demanding proof.
Ninety-five percent of faculty say AI will diminish critical thinking. But what if AI didn’t create shallow learning — it just exposed how often we graded output instead of understanding? The real assessment crisis was always there.
Venture capitalist Bill Gurley warns that workers who followed the traditional college-to-career playbook are most vulnerable to AI disruption. The real career insurance isn’t credentials — it’s passion, adaptability, and building AI literacy one day at a time.
New EdWeek Research Center data shows nearly 80% of high school students are getting AI literacy lessons. But the gap between adoption and quality reveals exactly why structured approaches matter.
While most colleges are still debating whether to allow AI in classrooms, one Florida institution just committed $150,000 a year to make it the foundation of everything they do. Indian River State College — a public, open enrollment institution serving over 24,000 students — partnered with Superhuman to deploy AI across Canvas, Google Docs, email, and administrative systems. Here’s what they got right.
AI literacy education built on the SeedStacking™ methodology. Small daily wins that compound into genuine fluency.
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