What I’m still missing from NotebookLM for actual learning in teams

What I’m still missing from NotebookLM for actual learning in teams

I really like NotebookLM for working with documents.

But for learning, there are still two things I keep missing.

The first is a proper connection to existing knowledge bases.

A lot of the information I want to learn from already lives in places like Notion or Confluence. Uploading individual documents works well for isolated topics, but it feels less useful once the source of truth is an evolving knowledge base.

The second is what happens after exploring the information.

Summaries, notes and chat are great for understanding a topic, but at some point I want to actually test whether I understood it. Questions, small exercises, scenarios or other interactions that turn the source material into an actual learning experience.

To me, that would make for a really interesting workflow:

Existing knowledge base → explore the information → turn it into an interactive learning experience → share that experience with others.

I came across an open-source project that is experimenting more in this direction and can also be self-hosted:

GitHub: https://github.com/scibly-dev/scibly

I don’t really see it as a replacement for NotebookLM. The interesting part for me is the different focus: less about only interacting with information and more about turning existing knowledge into something people can actively learn from.

u/chefkoch-24 — 12 hours ago
▲ 8 r/Microlaunch+5 crossposts

We’re building a kind of “Duolingo for any content” and open sourced it

I like the way Duolingo turns learning into short and interactive sessions.

But most of the things we want to learn are already somewhere else: in PDFs, articles, documentation, blog posts, videos or internal knowledge.

So we built scibly: you give it existing content or knowledge and scibly turns it into a short, interactive learning experience instead of something you just read or watch once.

Everything can be edited afterwards, and you can use the result yourself or share it with others.

We’re building Scibly open source under AGPLv3.

Demo Video: https://www.youtube.com/watch?v=TcpLUNBRhQw

GitHub: https://github.com/scibly-dev/scibly

Curious what kind of content you would turn into a learning experience first.

u/chefkoch-24 — 11 hours ago
▲ 2 r/opensourcealternative+2 crossposts

We open sourced scibly our AI-native learning platform

Hello Open Source community,

we’ve been building scibly an AI-native learning platform. The idea is pretty simple. You give it existing material and knowledge like your docs, blog posts, PDFs, ... and it creates an interactive course from it. You can edit everything afterwards and share the result anonymously or to your invited users.

Scibly is AGPLv3.

Video demo: https://www.youtube.com/watch?v=TcpLUNBRhQw

GitHub: https://github.com/scibly-dev/scibly

We appreciate all your feedback

u/chefkoch-24 — 11 hours ago

Does your e-commerce business serve EU customers? The new AI transparency rules applying from 2 August 2026

Hi everyone,

Article 50 of the EU AI Act introduces transparency requirements that will apply from 2 August 2026. This could be relevant for e-commerce businesses that use AI in their shops, customer service or marketing, for example:

  • AI chatbots or shopping assistants
  • AI-generated product images, videos or voiceovers
  • AI-generated advertising and social media content
  • Tools that generate product descriptions or other customer-facing text
  • AI features integrated into the shopping or support experience

Not every use of AI automatically requires a disclosure or label. The course uses practical examples to help identify situations in which the rules might be relevant. It’s completely free and doesn’t require an account.

Let me know if you are interested in this

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u/chefkoch-24 — 23 days ago
▲ 34 r/StartupDACH+6 crossposts

Anthropics "AI Founder's Playbook" als interaktiver Kurs - Feedback erwünscht

Hallo zusammen,

Anthropic hat vor kurzem ihr "Founder's Playbook" rausgebracht, ein PDF über den Aufbau eines AI native Startups mit Claude als Co Founder. Inhaltlich ganz solide, aber wie bei den meisten PDFs dieser Art, einmal überflogen und dann liegt's im Ordner.

Wir bauen an einem Tool für interaktive Kurse und haben das PDF als Testfall genommen. Draus wurde ein kurzer interaktiver Kurs, 3 Lektionen mit Verständnischecks statt nur Text scrollen: https://app.scibly.com/de/public/courses/cmrmar99i000004l3ydzokzkb

Bin gespannt was ihr davon haltet, sowohl vom Playbook Inhalt als auch vom Format. Würde euch sowas eher motivieren das durchzuarbeiten oder ist ein PDF am Ende doch schneller konsumiert?

u/chefkoch-24 — 23 days ago

Interactive Course about Anthropics Founder's Playbook - Looking for Feedback

Hey e-learning experts,

I build an interactive demo course from the "Founder's Playbook" PDF to learn how to build your Startup with Claude as your Co-Founder: https://app.scibly.com/en/public/courses/cmrv67f9p000004jp281f223q

My goal was to make the content of the document more engaging and fun to learn about.

I am looking for your honest feedback as e-learning experts

reddit.com
u/chefkoch-24 — 28 days ago

What are your favorite books, podcasts, … in 2026?

I am currently starting in the space of elearning, corporate training and people development.
What are your favorite books, podcasts, youtubers, …?

I am happy for every recommendation

reddit.com
u/chefkoch-24 — 3 months ago

Have you heard of Agentic Learning?

I have heard of Agentic Learning the first time at this year Learntec (I guess the biggest German Learning conference). I find it a quite interesting concept. Who has already heard of it. What are your thoughts on it?

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u/chefkoch-24 — 3 months ago
▲ 6 r/LLM

Does interactive learning support understanding of topics such as Prompt Injection?

Do you think interactive microlearning could raise awareness for LLM Security and actually help people to understand the concepts behind it?

I started with the quite simple concept example of OWASP LLM01 Prompt Injections but want to expand it to more advanced concepts in the future if it helps understanding.

Thank you for all kind of feedback

u/chefkoch-24 — 3 months ago
▲ 0 r/SaaS

A few days ago I posted asking if there was still room for a simple LMS/authoring tool. The top reply, from someone with a decade in the space was : "The space isn't just crowded. It's oversaturated. You will need a very large marketing budget."

The LMS market has 100+ tools and some big players like Articulate have massive brand recognition.

But here's what I noticed in that same thread: nobody mentioned what happens BEFORE Articulate. Every L&D team, ID or even People Operations Member I've talked to has the same problem they have 40-page compliance policies, onboarding wikis, SOPs sitting in Notion or Confluence that nobody reads.

Creating the materials with takes a designer usually weeks. In my opinion there is still enough room to build something even in a red ocean market.

What are you preferring an established red ocean market or a completely new blue ocean market ahead of you?

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u/chefkoch-24 — 3 months ago
▲ 10 r/aisecurity+3 crossposts

Built my first 3 microlearning lectures - feedback welcome

I built three first microlearning lectures about Claude Code Basics. My target audience would be technical people which want to learn the basics before they use it

Getting started with MCPs

https://app.scibly.com/student/worksheets/cmowyggwd00000ajonr4zzb4p/editor?v=cmox03jr600000al9lzxl3w0w

Claude Code permission modes

https://app.scibly.com/en/student/worksheets/cmowi3e0400000ajlfo5ohpe8/editor?v=cmowi3e0s00010ajl9jd51apr

Claude Code sub-agents

https://app.scibly.com/en/student/worksheets/cmowha9ps00000ai82nkqn2sv/editor?v=cmowha9ql00010ai8gue3q4x9

I would appreciate all feedback and critique to improve them in the future so that learners can effectively use them 

u/chefkoch-24 — 3 months ago

The LMS & Authoring Tool market is very crowded, but I believe there is still a niche.
I think it should have an easy-to-use UX that is not overloaded with unnecessary features, clear and fair pricing, and integration with existing AI tools like Claude.

Do you agree?

reddit.com
u/chefkoch-24 — 4 months ago

Hallo zusammen,

ich bin aktuell in der Problemidentifikationsphase für ein Tool rund um interne Schulungen & Trainings für Mitarbeiter:innen. 

Um besser zu verstehen, wie interne Schulungen aktuell in Unternehmen organisiert und umgesetzt werden, würde ich mich gerne mit Personen austauschen, die daran beteiligt sind oder anderweitig mit dem Prozess der internen Schulung Berührungspunkte haben.

Besonders spannend sind für mich Perspektiven aus IT (z. B. Head of Development / Engineering), HR, Operations sowie aus Bereichen wie Datenschutz oder Zertifizierung.

Mir geht es dabei vor allem darum, eure aktuellen Prozesse, Herausforderungen und ggf. bestehende Lösungen zu verstehen. Ich habe nichts zu verkaufen daher müsst ihr kein Sales-Gespräch fürchten.

Falls jemand Lust auf einen kurzen Austausch hat (Dauer ca. 15 Minuten, es geht prinzipiell auch einfach per Chat), würde ich mich sehr freuen.

Danke euch!

reddit.com
u/chefkoch-24 — 4 months ago