Scholé AI

Teamed up with @cohere today! Our co-founder and CEO @vinitra_s talked about the multi-agent learning system we're building at Scholé AI! She also presented the RCT we ran with @Berkeley_EECS and @ICepfl, "When Should a Lesson Adapt, and for Whom?". We randomly assigned 119 adults new to two data-science topics to a MOOC-style lesson with a GPT chatbot and Scholé's adaptive tutor, both built from the same UC Berkeley data science lectures. Tutor learners gained more (+2.14 against +1.40 items of 8, 𝑑= +0.37); after adjusting for pre-test, the advantage was largest for those who knew least and for younger adults. Having used both, the majority of learners preferred the tutor, especially for feedback and difficult material, and the MOOC-style lesson for overview and review. That adaptive tutor is how Scholé's agents work: they track what each learner understands, choose the next explanation or practice task, and update after every answer. Our next frontier is the right support, at the right moment, across a working life, tested inside real work. Thanks to Cohere Labs for hosting, and a big shout out to everyone who joined the discussion and our collaborators: Anna Sotnikova, Paola Mejia, Alireza Sakhaeirad, Amine Ben Ahmed, Abhinand Shibu, Güneş Özgün, @rose_niousha, @NargesNorouzi, Tanja Käser What should an AI tutor do when a learner struggles? Let us know in the comments!

We partnered with IATSE Local 891, representing 9,000+ film and TV professionals in Canada, to make AI learning personal, practical, and relevant to their craft. 30 days later: - AI confidence grew from 3.5 to 5.6/10 - 1,200+ learning activities completed - Members were creating their own lessons, from VFX workflows to set decoration and invoicing. "Our members left with a tangible foothold in new territory." - Crystal Braunwarth, IATSE Local 891 A huge thank you to Crystal, Hillary, and the Local 891 team for building this with us! Full story: schole.ai/ai-adoption-diarie…

Between synchronous lectures, participants keep learning about topics on Scholé at their pace and level. How? We created a curated lesson path that mirrors what the faculty teach and our agentic tutors adapt the materials and difficulty to suit the mastery of each learner.

We’re live!!! 🥳 Learn by building, instead of reading or watching. Scholé Learn Anywhere puts a tutor beside you in GitHub, Zapier, NotebookLM or any other tool. You build. Olé teaches you on-screen. And all that building counts towards your lesson. 🫶🏽 producthunt.com/products/sch…