
Why building AI for schools is harder than building a chatbot: inside Smartschool’s approach to exam prep
THE SO WHAT
Education AI is a regulatory and outcomes-constrained environment — SAT/ACT prep tools have to prove reliability and pedagogy, not just answer questions. If you’re selling into schools, budget for longer pilots, tighter guardrails, and evidence that your model improves high-stakes exam performance, not just engagement.
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Applied AIAI infrastructure stocks have overtaken the tech hyperscalers in a shift UBS calls ‘extraordinary’
Public markets are repricing from “own the platform” to “own the picks-and-shovels”—UBS is calling for 600% value creation in AI infra vs 100% for hyperscalers over four years. If you’re an operator, this means more aggressive infra vendors, richer financing options for hardware-heavy plays, and potentially tougher pricing from suppliers who now see themselves as the growth story.