Google’s Gemini Notebook, the research tool formerly known as NotebookLM, is reportedly testing a new set of features that could turn static study materials into interactive learning experiences. Among the most notable additions is an App feature that would allow users to build custom learning games, interactive web pages, and visual dashboards directly within their notebooks. The discovery was made in the Studio section of the platform, which already offers tools like Audio Overviews, Infographics, Mind Maps, and Flashcards.
From NotebookLM to Gemini Notebook: A quick recap
NotebookLM first launched as a Google Labs experiment in 2023, quickly gaining recognition for its ability to ground AI responses in the user’s own uploaded sources. Unlike general-purpose chatbots, NotebookLM was designed to retrieve information exclusively from user-provided documents, making it a reliable tool for students, researchers, and professionals. Over time, Google expanded its capabilities with features like Audio Overviews, which convert notes into podcast-style discussions, and source-guided citation features.
Last month, Google rebranded NotebookLM to Gemini Notebook, aligning it with the broader Gemini ecosystem. The rebranding created some confusion, as Google also offers notebook-style chat interfaces within Gemini itself. However, Gemini Notebook remains a distinct product focused on source-grounded research and study aids. Since the rebrand, Google has been working to integrate more Gemini features into the tool while preserving its unique identity.
New App feature: learning through play
The upcoming App feature appears to be a major step forward in making learning more engaging. According to the report, users will be able to generate content described as “an interactive web page,” “a fun game,” or “a visual dashboard or interactive tool.” This could include quiz-style games, flashcards with gamified elements, or interactive data visualizations. The feature is expected to be available in the Studio section, where users already create Audio Overviews and Mind Maps.
One important limitation is that all creations will be tied to the sources within a specific notebook. This means the generated games or apps will only draw from the user’s own study material, keeping the output contextual and relevant. This approach supports Google’s core philosophy for NotebookLM: AI-assisted learning that remains grounded in the user’s chosen materials.
Under the hood: secure cloud computers
The foundation for the App feature may have been laid earlier this year. In June, Google introduced a secure cloud computer per notebook for AI Ultra subscribers. This feature allows users to run code in a sandboxed environment and execute deeper analyses on their documents. With the rebranding last week, this capability was expanded to AI Pro users as well. The cloud computer environment is likely what will power the upcoming interactive experiences, providing the computational resources needed to generate and run web-based apps and games.
By confining cloud processing to a single notebook, Google ensures that user data remains isolated. This is especially important for educational and professional use cases involving sensitive information. The sandboxed environment also prevents malicious code from affecting other parts of the user’s account, adding a layer of security to the new features.
Model upgrade and watermark removal
In addition to the App feature, Gemini Notebook may soon receive a model upgrade. A marquee ticker above the input box reportedly indicates this forthcoming upgrade, which is expected to improve the quality of responses, summaries, and generated content. While no specific model version has been confirmed, the upgrade is likely to bring Gemini’s latest capabilities to the platform, enhancing reasoning and creativity.
Another small but practical feature being tested is the option to remove watermarks. Currently, media generated within notebooks—such as slides, infographics, and images—may carry a Gemini logo. The new option would allow users to remove this watermark, making the content more suitable for presentations, publications, or sharing. This mirrors a similar feature tested in the main Gemini app last month.
Manual notes and other experimental features
Gemini Notebook is also testing the ability to add notes manually, complementing its existing source-upload system. Currently, users can add sources like PDFs, Google Docs, and web links. The addition of manual notes would give users a way to input their own thoughts, annotations, and summaries directly into the notebook, creating a richer knowledge base for the AI to draw from.
The report also mentions two other experimental features: Canvas and Lit Review. Canvas appears to be similar to the AI Mode and Gemini’s canvas feature, offering a collaborative space for visual organization and brainstorming. Lit Review, on the other hand, is designed to help researchers organize sources into a format suitable for academic publications. Both features have been spotted in the testing phase but are not yet live.
Why interactive learning matters
The move toward interactive apps and games reflects a broader trend in education technology. Active learning, which involves students participating in the learning process rather than passively reading or listening, has been shown to improve retention and understanding. By allowing users to turn their notes into quizzes, games, and simulations, Gemini Notebook could make studying more engaging and effective.
For example, a medical student studying anatomy could upload a textbook and generate a game that tests knowledge of body systems. A history student could create an interactive timeline with embedded quizzes. A business analyst could turn a dataset into a visual dashboard that highlights key trends. These possibilities are all within reach if the App feature functions as described.
The integration of code execution also opens up advanced possibilities. Users could theoretically create custom widgets or data visualizations that go beyond simple multiple-choice questions, potentially using libraries like Chart.js or D3.js. However, the exact level of customization will depend on how Google implements the feature.
Privacy and pricing considerations
The new features appear to be targeted at paying customers. The secure cloud computer and, by extension, the App feature are available to AI Pro and AI Ultra subscribers. This aligns with Google’s strategy of reserving advanced AI capabilities for premium tiers. While free users will still be able to access basic features like Flashcards and Audio Overviews, the interactive app creation is likely to remain a premium perk.
Privacy remains a key concern for users who upload sensitive documents to the cloud. Google has stated that the secure cloud computer runs in a sandboxed environment, but users should still review the platform’s data handling policies. The ability to remove watermarks also suggests that generated content can be used in external settings, which may require users to verify the accuracy of AI-generated materials.
Competition and market context
Gemini Notebook is not the only AI research tool on the market. Competitors like Microsoft’s Copilot, OpenAI’s ChatGPT Plus, and specialized tools like Elicit and Consensus offer similar source-grounded learning experiences. However, NotebookLM’s unique approach—focusing on the user’s personal document collection—has earned it a loyal following. The addition of interactive games and apps could differentiate it further from generic AI chatbots.
Google is also integrating Gemini across its ecosystem, including Docs, Gmail, and Search. By strengthening Gemini Notebook with unique features, Google may be aiming to create a cohesive learning and productivity platform that encourages users to stay within its services. The rebranding and feature expansion indicate that Google views NotebookLM as a flagship product for AI-powered education.
As more people adopt AI for studying and research, tools that offer interactivity and personalization will likely become increasingly important. Gemini Notebook’s upcoming features are a testament to this shift, moving beyond simple Q&A toward immersive learning experiences. While the exact release date remains unannounced, the features are clearly part of Google’s roadmap for the coming months.
Users who want to stay ahead can keep an eye on the Studio section of Gemini Notebook for these new features to appear. As with any experimental rollout, availability may vary by region and subscription tier. Google has not officially confirmed the features, but the discovery provides an intriguing glimpse into the future of the platform.
Source:Android Authority News