Google Overhauls NotebookLM with Gemini 3.5 and Agentic Workflows

MOUNTAIN VIEW, CA — Google has rolled out its most significant update to NotebookLM in three years, transforming the experimental note-taking assistant into an advanced, agentic AI research tool.

Effective June 8, 2026, the updated platform is powered by Google’s next-generation Gemini 3.5 architecture and Antigravity execution engine. The release focuses on solving complex, multi-step research problems by providing deep visibility into the AI’s step-by-step reasoning process.


Agentic Infrastructure and Multi-Step Workflows

The biggest structural shift in the system is the inclusion of a private, secure cloud computer assigned to each individual notebook workspace. This virtual sandbox allows NotebookLM to write and execute code in real time, drastically improving how it handles massive, unstructured datasets.

Equipped with a library of over 100 pre-packaged software skills, the tool can now perform complex data analysis and autonomously execute multi-step workflows.

Internal benchmarks released by Google highlight massive performance gains over its previous model:

  • 78.2% win rate in advanced web research and automated source discovery.
  • 69.9% win rate in processing and analyzing lengthy, large-scale documentation.
  • An overall 15% point margin improvement across top core evaluation categories.

Enhanced Web Research and Studio Exports

Users no longer need a pre-assembled repository of files to begin a project. NotebookLM can now take loose ideas or questions dropped into the chat window and actively crawl the web to construct a grounded, fully cited source repository.

The update also expands the Studio Panel, introducing highly requested downloadable export formats. Users can now generate and post-edit comprehensive data visualizations, spreadsheets (XLSX, CSV, JSON), slide decks (PPTX), and formatted documents (PDF, DOCX, Markdown).

The upgrade is available globally for Google AI Ultra subscribers at $99.99/month and select Workspace business users, with expansions to free tiers planned for the future.


This Google Gemini 3.5 Flash video demonstrates the capabilities and speed of the underlying architecture powering this update.

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