---
title: "AI-Native Learning: What Science Says Actually Works - Free Webinar Recording"
description: What does the research actually say about building AI skills at work? Watch our free webinar with EPFL researcher Vinitra Swamy and discover what AI-native learning looks like in practice — from the science to a live product demo.
---

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# Free Webinar Recording

## AI-Native Learning: What Science Says Actually Works

A research-grounded conversation for L&D and HR leaders on what actually drives AI skill development featuring learning science researcher and Scholé co-founder [Vinitra Swamy](https://info.learnchamp.com/webinar-ai-native-learning-what-science-says-actually-works#vinitra), hosted by LearnChamp on Thursday, May 28, 2026.

[Watch the Recording ⬇️](https://info.learnchamp.com/webinar-ai-native-learning-what-science-says-actually-works#registration-form)

### **What this session is about**

For the last 30 years, L&D was essentially a publishing operation. You built a course like a book, spent months creating it, and pushed it to the LMS. AI is replacing that model – not by removing human judgement, but by removing the bottleneck around it.

But faster content production is only part of the shift. The deeper question – the one Vinitra Swamy has spent a decade researching – is whether the learning itself actually works. What does it take to build real AI capability in an organisation, at scale, for every employee regardless of their role, background, and experience?

### **Key takeaways**

- **The one-size-fits-all model was never effective and AI makes something better possible.** Vinitra opened with Benjamin Bloom's two-sigma problem: students with one-on-one tutoring consistently outperform those in conventional classroom settings by two standard deviations. "The promise of what AI can achieve is to do this kind of one-on-one tutoring on the scale of hundreds of thousands of employees." Until now, the technology to actually deliver this did not exist.
- **Generic AI courses have a 90% dropout rate for a reason.** Platforms like Coursera, edX, and Udemy are structurally unable to solve this problem: content isn't meeting learners exactly where they are. The same motivation keeps appearing in user research — content wasn't relevant enough, or learners only cared about two weeks of a ten-week course but had no way to get there without sitting through everything else first.

 Watch the recording to find out how Scholé's learning engine solves this in practice – and what their first pilots actually measured.  

[Get access to the recording ⬇️](https://info.learnchamp.com/webinar-ai-native-learning-what-science-says-actually-works#registration-form)

**What is Scholé?**

Scholé is an agentic AI learning platform built on a decade of academic research in machine learning and education. Unlike generic AI courses, it personalises learning at the individual level – adapting to each learner's role, the tools they actually use, and the tasks they do every day.

Launched publicly in 2026, Scholé hit Product Hunt's #1 spot on launch day and is already trusted by learners across 100+ organisations in 20+ countries.

**Who is Vinitra Swamy?![Vinitra-1](https://info.learnchamp.com/hs-fs/hubfs/Vinitra-1.png?width=200&height=156&name=Vinitra-1.png)**

Vinitra Swamy is co-founder & CEO of Scholé and one of the  
first PhD graduates from EPFL's Machine Learning for Education Lab – one of Europe's leading research centres at the intersection of AI and education and has published over 40 peer-reviewed papers on personalised learning.

What makes Vinitra's perspective rare is that she has spent a decade studying how people actually learn before building a product around it. Scholé is that research made practical – and Forbes named it the #1 way to master AI agents in 2026.

### **Want to bring AI-native learning to your organisation?**

If this session raised questions about your current AI upskilling approach, or sparked ideas about what learning could look like for your team, we'd love to have a conversation.

[Get in touch \>\>\>](https://www.learnchamp.com/en/contact)

## Watch the recording

Enter your details below and we will send you the link immediately. 

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