# Last Lab Roadmap

> What is live, in development, and planned.

Source: https://www.lastlabai.com/roadmap

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## Now (live)

The product interface is largely complete and integrated with the backend pipelines, with real data flowing end to end.

## Next (in development)

- Core platform: lab types, Axiom, Lens, marquee select, quizzes, flashcards, mind maps, in-video pop-ups, notes, dedicated Jupyter compute, and per-user storage
- Student and researcher use cases
- Source upload extensibility: playlists, Medium, GitHub, arXiv, documentation sites, PPT, Word, and text
- Collaboration and role-based access control

## Future (planned)

- Institutional LMS platform: cohorts, assignments, analytics, and LMS integration
- More powerful context building: cross-resource linking and long-term learning memory
- Languages and domains beyond Python and AI/ML, including JavaScript, Java, Go, and Rust, and areas such as web development and systems

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Last Lab AI. https://www.lastlabai.com