edtech
5 stories filed under edtech on Beyond Market Intelligence. The newest of them: “Curriculum-approved question banks built from your own past papers”, “Textbooks reimagined as a scrollable, interactive learning feed.”, and “Unacademy's sale to upGrad reframes the true cost of peak funding.”. A school's own past papers, split into tagged sub-questions and regenerated by AI, sound like a practical answer to the endless hunt for on-syllabus practice material. Textbooks rarely make us lean in. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every edtech story on Beyond Market Intelligence, newest first.
Curriculum-approved question banks built from your own past papers
A school's own past papers, split into tagged sub-questions and regenerated by AI, sound like a practical answer to the endless hunt for on-syllabus practice material. The 80% pass rate on multiple choice is promising, but the real test is structured questions, where a small model inventing wrong chemistry is a genuine safety issue. Human approval remains the right guard rail. For those building similar systems, the related article on production data shifts is worth a look.
Textbooks reimagined as a scrollable, interactive learning feed.
Textbooks rarely make us lean in. ScrollEd thinks they should feel more like the content we actually scroll. The Palo Alto startup, founded by student co-founders and spouses Utsav Gupta and Rebecca Neff, turns dense chapters into a scrollable, Instagram-style feed with video, audio, and quizzes. It is a smart, approachable way to meet students where they already are. We are eager to see them pitch this at TechCrunch Disrupt. For more on how platforms are evolving, check out our piece on Meta's Smart Glasses.
Unacademy's sale to upGrad reframes the true cost of peak funding.
Unacademy's $206 million sale to rival upGrad lands at roughly 94% below its peak valuation, and co-founder Gaurav Munjal isn't hiding from that math. "I'm not going to dress these facts up," he wrote. That honesty is rare and welcome. It's a sobering reset for edtech's inflated era, but not a eulogy. Munjal's candor invites a clearer-eyed view of what sustainable growth requires. For a deeper look at how similar pressures are reshaping other tech bets, see our piece on Anthropic's cloud commitment.
When an animation does the thinking, students stop learning.
ByteDance is pushing Gauth deeper into AI education, using generated animations to walk students through problem-solving step by step. On paper, personalized visual explanations sound like a genuine step toward democratizing tutoring. But the real question is whether these tools build understanding or just a polished illusion of it. Watching a slick animation isn't the same as grasping the underlying concept. For those of us tracking multimodal learning, the concern is familiar: are we improving comprehension, or engineering better homework shortcuts?
Imagi secures $4.5M to help students build with AI and code
Imagi has raised $4.5 million in seed funding to teach students how to vibe code, with Brighteye Ventures, Day One Capital, and artist Will.i.am among the investors. That backing signals real momentum for a platform built around creative, hands-on coding. We like seeing education meet AI-native tools in a way that feels accessible, not intimidating. For more on how AI is reshaping technical infrastructure, Cloudflare's Blog Finds Performance Gains with EmDash, Its New CMS is worth a read.