When AI can produce a clean answer in seconds, what happens to the thinking that used to produce it? A field guide to using AI as a partner in your reasoning, not a replacement for it.
MIT researchers built a lawful way to catch AI models rebuilt to make illegal images of children, without ever generating the content. What it means for parents and teachers.
OpenAI and the Walton Family Foundation are putting mentors in rooms with 1,600 teachers. The lesson for everyone else: access to AI means nothing without practice.
Wealthy families are paying $55,000 a year for AI schools. The technology is already free. The real divide is judgment, and here is how to build it without the invoice.
NYC educators and hiring leaders just shaped classroom AI at Google. The Human Skills Dividend is real, and fluent teachers hold the pen.
A new Pew survey finds 63% of Americans think AI is moving too fast, even as half use it daily. The fix is not slowing down. It is building fluency.
AI models are getting good at recognizing when they are being tested, and OpenAI just built a way to catch it. Here is why evaluation literacy, asking how an AI was checked, is the skill that matters most in 2026.
A language tutoring company just raised 150 million dollars and refused to swap its teachers for AI. The reason is the most useful AI literacy lesson of the year.
New peer-reviewed research shows faculty who took a self-paced AI micro-credential grew both more confident and more careful. AI literacy is built in reps, not handed down in a policy.
The largest US teachers union just asked schools to keep AI out of elementary classrooms. Read past the headline and it becomes a lesson in teaching AI literacy in the right order.
AI literacy education built on the SeedStacking™ methodology. Small daily wins that compound into genuine fluency.
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The Friday Harvest
One email a week. What changed in AI and higher education, and one thing you can do about it before Monday. Written by a college faculty member who still grades every week.
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