An instrument for spotting the next edtech opportunity — generated ideas, each traced to the real-world signals behind it.
The evidence library — the raw signals the pipeline is watching across the education ecosystem. Every idea is built from these.
Article URL: https://www.reuters.com/legal/googles-ai-previews-erode-internet-edtech-company-says-lawsuit-2025-02-24/ Comments URL: https://news.ycombinator.com/item?id=43179769 Points: 8 # Comments: 0
Article URL: https://www.study-graph.com/ Comments URL: https://news.ycombinator.com/item?id=44364635 Points: 1 # Comments: 1
Hey everyone, I’ve been doing customer discovery with CS students learning Data Structures and Algorithms. Right now, every AI tutor in the market is just a reactive chatbox (like ChatGPT next to a code editor). The problem is, when a student is completely stuck on a logic problem (like Dynamic Programming), they don't even know what to prompt the AI. They just stare at the screen. I am validating a new UX: A Proactive AI Mentor without a chatbox. Instead of the user prompting the AI, the AI sits in the background and watches the code editor. It only intervenes via GitHub-style inline comments when a specific event triggers (e.g., they haven't typed in 60 seconds, or they write an O(n^2) loop when it should be O(n)). Basically, it feels like a Senior Dev looking over your shoulder, rather than a search engine waiting to be asked. As developers and founders, do you think this "event-driven/proactive" UX is the future for highly technical learning, or am I overcomplicating it? Would love
Article URL: https://techcabal.com/2025/05/28/rethinking-african-edtech/ Comments URL: https://news.ycombinator.com/item?id=44123628 Points: 1 # Comments: 0
We've been promised that AI will introduce personalised tutoring, that it will replace traditional schooling, etc. However, I see fewer and fewer edtech startups these days... Chegg, Udemy, Busuu and many others are on the decline. What's happening to Edtech? Comments URL: https://news.ycombinator.com/item?id=43495666 Points: 2 # Comments: 0
I've worked in edtech for almost 10 years now in B2B, B2C, and nonprofit contexts. I've seen real product market fit, and a lot of poor product market fit. Edtech has been one of the largest tech disappointments of the internet era. The internet has transformed everything about how people learn. I always joke that Youtube is actually the best edtech product. And now, I guess chatGPT and other LLMs. But these products have a lot of problems, specifically around accuracy, pedagogy and lack of assessment. (Research shows low-stakes assessment is when the moment of learning often happens.) Within the "Ed tech space", a lot of products have failed in my view. The best product I built was free online science simulations (virtual labs). I've worked on products that were financially successful but its debatable if they helped helped users learn much. Edtech companies that sell to parents are making a product for parents. The goal is often to make parents feel good about the choices they are ma
Article URL: https://www.bleepingcomputer.com/news/security/data-breach-at-edtech-giant-mcgraw-hill-affects-135-million-accounts/ Comments URL: https://news.ycombinator.com/item?id=47795464 Points: 3 # Comments: 0
Article URL: https://www.edalex.com/news/edalex-rich-skill-descriptor-rsd-library-openrsd-integrated-new-muzzy-lane-release-ai-driven-skillbuild-platform/ Comments URL: https://news.ycombinator.com/item?id=47698253 Points: 1 # Comments: 1
Article URL: https://www.afterbabel.com/p/edtech-tragedy Comments URL: https://news.ycombinator.com/item?id=43736442 Points: 5 # Comments: 0
Hey Folks, I have penned down my thoughts on EdTech 2.0. This is an idea, I am exploring pursuing as my next entrepreneurial venture. I would appreciate feedback and suggestions. Link - https://open.substack.com/pub/monkeylike/p/edtech-20 Thanks in advance. Comments URL: https://news.ycombinator.com/item?id=42985788 Points: 1 # Comments: 0
Article URL: https://www.reuters.com/legal/googles-ai-previews-erode-internet-edtech-company-says-lawsuit-2025-02-24/ Comments URL: https://news.ycombinator.com/item?id=43165803 Points: 5 # Comments: 1
I've been working on an edtech project that uses LLMs, curious how others are approaching compliance w/ FERPA, COPPA, etc. I've been using Lakera but as I get closer to some sales meetings I wanted to know if anyone has run into challenges with audit logs, consent tracking, or explaining AI behaviour to school districts/legal teams. Did you need to build anything custom? Any compliance docs? Curious whats overkill and whats needed. Comments URL: https://news.ycombinator.com/item?id=44351618 Points: 2 # Comments: 0
Article URL: https://www.reuters.com/world/americas/chegg-lay-off-22-workforce-ai-tools-shake-up-edtech-industry-2025-05-12/ Comments URL: https://news.ycombinator.com/item?id=43965564 Points: 12 # Comments: 5
Article URL: https://www.governance.fyi/p/why-singapore-and-estonias-edtech Comments URL: https://news.ycombinator.com/item?id=46825033 Points: 6 # Comments: 3
Article URL: https://restofworld.org/2026/edtech-funding-collapse-k12-startups-ai-workforce/ Comments URL: https://news.ycombinator.com/item?id=47887985 Points: 2 # Comments: 0
Article URL: https://www.youtube.com/watch?v=SgxpxSjD8zA Comments URL: https://news.ycombinator.com/item?id=45222312 Points: 1 # Comments: 0