The AI cheating debate focused on students for three years. Teacher evaluation portfolios face the same integrity question, and nobody is asking it. The answer changes everything about how we evaluate professional competence.
Handshake’s Class of 2026 report shows 85% of seniors now use AI tools. But entry-level jobs are still shrinking. The real gap is not adoption. It is structured AI literacy.
Time Magazine just named the biggest threat AI poses to learners. It’s not job loss. It’s cognitive surrender, the moment you stop thinking for yourself. New research reveals exactly when AI helps your brain and when it quietly replaces it.
ASU quietly launched an AI platform that scrapes faculty lectures and sells them for $5/month. Most professors had no idea. This is what happens when institutions treat AI as an extraction tool instead of an empowerment tool.
70% of college students fear AI will take their jobs. They’re switching majors searching for safety. But the real skill that protects careers isn’t a major. It’s AI fluency.
Most educators are asking ‘How can I use AI?’ That’s the wrong question, and it’s why so many AI experiments stall. Here’s the better question, plus three ways AI actually changes how students learn.
Anthropic’s 81,000-person study shows something surprising: the workers most anxious about AI displacement are also the ones with the highest exposure. The difference between anxiety and productivity gains comes down to one variable you can actually build.
Microsoft and NAAIC just expanded free AI training to every community college in the country. A professor’s honest take on the opportunity, the catch, and what faculty should actually do with it this semester.
A new NEA report shows aspiring educators are walking into classrooms already divided on AI. The real issue isn’t the split. It’s who taught them this.
Anthropic cofounder Jack Clark says the most AI-useful skills come from synthesis across disciplines and asking better questions. What that actually means for your career, your kids, and your classroom.
AI literacy education built on the SeedStacking™ methodology. Small daily wins that compound into genuine fluency.
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