Question 1

What is Last Lab?

Accepted Answer

Last Lab is a hyper-contextualized, AI-enabled learning platform. It converts passive learning into active learning. Upload: YouTube video/playlist, PDFs, ArXiv, GitHub, Documentation, Medium, PPT, Docx, Txt, and more and get instant grounded labs, AI-assistant (Axiom), quizzes, flashcard, mindmap, notes, in-video pop-ups, extracted artifacts (Lens), cited search, and dedicated compute. Everything you need to learn in a single platform.

Question 2

Is Last Lab Free to Try?

Accepted Answer

Yes. Create an account and get hands-on all the premium features.

Question 3

How is Last Lab different from Jupyter or Google Colab?

Accepted Answer

Traditional notebooks are blank slates — you start from zero every time. Last Lab generates hyper-contextualized Jupyter labs from your learning content (videos, PDFs) with guaranteed-to-run code, exercises, datasets, and a contextual AI tutor. It's the difference between an empty canvas and a guided learning experience.

Question 4

How is Last Lab Different from NotebookLM?

Accepted Answer

While NotebookLM is primarily built on top of RAG and with extended generative AI capabilities, it still cannot turn passive learning into executable active learning, and that's where Last Lab shines.

Question 5

What is Axiom?

Accepted Answer

Axiom is Last Lab's AI assistant. Unlike generic AI assistants, Axiom has full context of your current learning session — the video you're watching, the code you've written, your notes, and your questions. It provides explanations, debugging help, and concept clarification grounded in your actual learning material. Whatever you see in the platform  you can ask Axiom about it!

Question 6

What is marquee-select?

Accepted Answer

It's a powerful interaction paradigm unique to Last Lab. You can draw a selection across any combination of content — video frames (yes!), PDF paragraphs, code cells, artifacts, questions — and ask Axiom anything about what you've selected. It enables cross-modal questioning that mirrors how humans naturally cross-reference material.

Question 7

Is Last Lab available for institutes?

Accepted Answer

We're building an institutional platform for institutes and enterprises. This will include cohort management, lab assignment workflows, learning analytics dashboards, and LMS integration. Contact us if you're interested in early access.

Question 8

Can I use Last Lab for my team?

Accepted Answer

Real-time collaboration is in active development. Soon, you'll be able to share labs, work on code together in real time, and leverage shared learning resources within a team workspace.

Question 9

What content formats does Last Lab support?

Accepted Answer

Currently, Last Lab supports YouTube video and PDF uploads. We're actively working on support for other web URLs - ArXiv, Github, Medium, documentation sites, lecture recordings, PPTs, and more.

Question 10

What programming languages are supported?

Accepted Answer

Currently, our generated labs focus on Python for AI, machine learning, data science, and data analysis use cases. Support for additional languages and domains is on our roadmap.

Question 11

How secure is my data?

Accepted Answer

Your data is encrypted in transit and at rest. We do not use your content or code to train AI models. Lab sessions are isolated per user, and we follow industry best practices for data protection. We are actively working towards compliance with enterprise security standards such as SOC 1, SOC 2, ISO 27001, HIPAA, and GDPR.

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