When an AI tutor "remembers" a student across sessions, it treats a momentary cognitive or emotional state as a permanent identity. Drawing on new research analyzing ChatGPT's flawed memory, Timothy Cook explains the danger of the "Barnum Effect" in educational AI, and argues why schools must demand an "ephemeral processing standard" to protect a child's right to grow and change.

AI is often marketed as a neutral efficiency booster, but it is architecturally optimized for completion rather than comprehension. Samrat Biswas analyzes "The Architect’s Critique"—unpacking why general-purpose LLMs lack neutrality, the risks of "frictionless" learning, and the strategies educators must use to preserve the productive struggle essential to human development.

While the mainstream AI debate focuses on academic integrity, 14% of the student population remains in the "silent part" of the conversation. Travis Gilly, Executive Director of Real Safety AI, examines the architectural failure of EdTech built for the "median" student. He argues for a shift in design philosophy: moving special education from an engineering "afterthought" to a first-order constraint through invisible accommodations, structural staff protections, and informed parental consent.

Something has shifted in schools... Students all come up with nearly identical ideas." In this feature from Germany's FAZ, Timothy Cook examines the rise of "metacognitive laziness" (as identified by researchers in China and Australia). The analysis explores a critical developmental threshold: while adults face the atrophy of skills they already possess, children face cognitive foreclosure—the permanent loss of neural networking and critical thinking capacities that never develop in a frictionless world.

AI has severed the link between a "good product" and "genuine capability." When a student can generate a flawless essay in seconds, the credential certifies nothing. Discover why we must shift to assessments that require human presence and make the thinking process visible.