NotebookLM Has a New Name and a Few Other Changes 64%

By David Nield28%

7/16/2026, 4:00:00 PM

BS Summary: This article contains 19 faulty reasoning types, including Biased Writer Voice, Optimism Bias, and Framing Effect, with Attempt to Sell a Product or Service as the most egregious example at 30.4% saturation with 146 hits. Analysis detected 808 faulty-reasoning hits from 481 analyzed words, generating a BS Score of 58.3% and a BS Rank of 64% (8,043 of 21,886 articles). This article is worse (more manipulative) than 63.30% of the article peer group.

NotebookLM may not be the most well-known of Google's numerous AI products, but having been introduced as Project Tailwind in May 2023, it's actually been around almost as long as the Google Gemini chatbot (originally called Bard, as you might remember). 
Now, perhaps in a bid to make its suite of AI tools a little less confusing, Google is renaming NotebookLM as Gemini Notebook. 
If you love the app in its current form, though, don't panic-not much else is changing. 
"It remains a standalone product ... but it will now do more across the Google ecosystem, including inside the Gemini app and Google Search," explains Google. 
That "do more" will start with your notebooks appearing in AI Mode in Google Search for reference, which is rolling out soon. 
Google's announcement post also mentions that users on the Pro plans ($19.99 a month) will soon be getting the upgrades rolled out last month , which were previously exclusive to Ultra plan users ($99.99 or $199.99 a month). 
These upgrades include a dedicated cloud computer for each notebook you create, enabling deeper analysis of sources and the ability to write and execute code natively (via Google Antigravity). 
It also means more capabilities in terms of what the app can do within each of your notebooks, including creating PDFs, charts, and slideshows, and editing them through prompts. 
The new branding for Gemini Notebook. 
Where Gemini ends and Gemini Notebook begins 
You could be forgiven for getting confused about the difference between the standard Gemini AI chatbot app you find on the web and mobile, and the newly renamed Gemini Notebook-especially if you've not used the latter much. 
They run on the same set of Gemini AI models, and can do a lot of the same tasks in terms of looking up information from the web and summarizing documents. 
When you've created notebooks inside Gemini Notebook, you can then also access them in the main Gemini app , confusing things even further. 
What makes Gemini Notebook different is that it's very much a research tool . 
You load up a bunch of sources, from YouTube videos to PDFs, and then get Gemini Notebook to query and summarize those sources, with citations. 
As we've written about before, you can turn your notes into audio podcasts and video overviews , as well as mind maps, flashcards, infographics and slideshows. 
Unlike the main Gemini app, though, it can't create images or videos out of a single prompt, without one or more sources to work from. 
As an addendum: If you're already a seasoned NotebookLM/Gemini Notebook user, you may have missed the latest feature upgrade, rolled out to all users a couple of weeks ago. 
It's called Short Video Overview, and adds a shorter, vertical video format for your summary options: Click Video Overview then Short to use it. 
Article reasoning-pattern comparisonThis article: 0.0%David Nield: 3.6%Lifehacker: 2.4%Confirmation Bias0.0%This article: 7.9%David Nield: 1.1%Lifehacker: 2.2%Anchoring Bias7.9%This article: 5.4%David Nield: 3.0%Lifehacker: 3.1%Availability Heuristic5.4%This article: 0.0%David Nield: 0.5%Lifehacker: 1.0%Representativeness Heuristic0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.2%Hindsight Bias0.0%This article: 6.0%David Nield: 4.1%Lifehacker: 2.6%Overconfidence Bias6.0%This article: 11.4%David Nield: 4.4%Lifehacker: 4.9%Framing Effect11.4%This article: 0.0%David Nield: 1.3%Lifehacker: 2.2%Loss Aversion0.0%This article: 3.3%David Nield: 1.0%Lifehacker: 0.9%Status Quo Bias3.3%This article: 0.0%David Nield: 0.2%Lifehacker: 0.1%Sunk Cost Effect0.0%This article: 15.4%David Nield: 5.3%Lifehacker: 4.3%Optimism Bias15.4%This article: 3.3%David Nield: 0.7%Lifehacker: 1.3%Pessimism Bias3.3%This article: 4.8%David Nield: 2.8%Lifehacker: 4.5%Negativity Bias4.8%This article: 0.0%David Nield: 3.4%Lifehacker: 1.2%Self-Serving Bias0.0%This article: 0.0%David Nield: 0.2%Lifehacker: 0.4%Fundamental Attribution Error0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.1%Actor-Observer Bias0.0%This article: 7.7%David Nield: 0.9%Lifehacker: 0.6%In-Group Bias7.7%This article: 0.0%David Nield: 0.0%Lifehacker: 0.1%Out-Group Homogeneity Bias0.0%This article: 11.4%David Nield: 3.6%Lifehacker: 4.0%Halo Effect11.4%This article: 0.0%David Nield: 0.0%Lifehacker: 0.0%Horn Effect0.0%This article: 0.0%David Nield: 0.4%Lifehacker: 0.0%Dunning-Kruger Effect0.0%This article: 6.0%David Nield: 0.9%Lifehacker: 1.0%Recency Bias6.0%This article: 8.5%David Nield: 0.6%Lifehacker: 0.3%Primacy Effect8.5%This article: 0.0%David Nield: 0.3%Lifehacker: 0.1%Blind-Spot Bias0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.0%Ad Hominem0.0%This article: 0.0%David Nield: 0.3%Lifehacker: 0.0%Straw Man0.0%This article: 4.8%David Nield: 2.4%Lifehacker: 3.7%Appeal to Authority4.8%This article: 0.0%David Nield: 0.9%Lifehacker: 1.7%False Dilemma0.0%This article: 0.0%David Nield: 0.2%Lifehacker: 0.6%Slippery Slope0.0%This article: 0.0%David Nield: 0.2%Lifehacker: 0.1%Circular Reasoning0.0%This article: 0.0%David Nield: 4.2%Lifehacker: 5.4%Hasty Generalization0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.1%Red Herring0.0%This article: 6.0%David Nield: 0.4%Lifehacker: 0.8%Bandwagon6.0%This article: 0.0%David Nield: 2.1%Lifehacker: 2.3%Appeal to Emotion0.0%This article: 0.0%David Nield: 0.7%Lifehacker: 0.4%Begging the Question0.0%This article: 0.0%David Nield: 1.0%Lifehacker: 1.2%Post Hoc (False Cause)0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.0%Tu Quoque0.0%This article: 0.0%David Nield: 0.9%Lifehacker: 0.3%Burden of Proof0.0%This article: 0.0%David Nield: 0.2%Lifehacker: 0.1%Appeal to Nature0.0%This article: 0.0%David Nield: 0.4%Lifehacker: 0.1%Composition/Division0.0%This article: 5.4%David Nield: 1.8%Lifehacker: 3.2%Anecdotal5.4%This article: 0.0%David Nield: 0.0%Lifehacker: 0.1%No True Scotsman0.0%This article: 7.7%David Nield: 6.3%Lifehacker: 2.6%Ambiguity (Equivocation)7.7%This article: 0.0%David Nield: 0.0%Lifehacker: 0.0%Gambler’s Fallacy0.0%This article: 0.0%David Nield: 0.1%Lifehacker: 0.2%Middle Ground0.0%This article: 0.0%David Nield: 0.2%Lifehacker: 0.1%Personal Incredulity0.0%This article: 0.0%David Nield: 0.7%Lifehacker: 0.2%Special Pleading0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.0%Genetic Fallacy0.0%This article: 5.4%David Nield: 1.4%Lifehacker: 1.1%Unattributed Quote5.4%This article: 0.0%David Nield: 0.4%Lifehacker: 0.2%Quote-first Misdirection0.0%This article: 17.0%David Nield: 5.1%Lifehacker: 9.2%Biased Writer Voice17.0%This article: 0.0%David Nield: 2.8%Lifehacker: 6.2%Indoctrination0.0%This article: 0.0%David Nield: 0.2%Lifehacker: 0.0%Politically Left Leaning Bias0.0%This article: 0.0%David Nield: 0.0%Lifehacker: 0.0%Politically Right Leaning Bias0.0%This article: 30.4%David Nield: 7.6%Lifehacker: 13.3%Attempt to Sell a Product or S…30.4%

481 words analyzed.

Speakers

1speaker13%attributed speech417writer words
Voice mapSelect a segment to jump to its words
Writer's voice • 10 words • 0.0% coverageWriter's voice • 41 words • 0.0% coverageWriter's voice • 23 words • 0.0% coverageWriter's voice • 16 words • 100.0% coverageGoogle • 26 words • 100.0% coverageWriter's voice • 22 words • 0.0% coverageGoogle • 38 words • 100.0% coverageWriter's voice • 29 words • 100.0% coverageWriter's voice • 29 words • 100.0% coverageWriter's voice • 6 words • 0.0% coverageWriter's voice • 7 words • 0.0% coverageWriter's voice • 37 words • 100.0% coverageWriter's voice • 31 words • 0.0% coverageWriter's voice • 23 words • 0.0% coverageWriter's voice • 14 words • 0.0% coverageWriter's voice • 25 words • 0.0% coverageWriter's voice • 26 words • 0.0% coverageWriter's voice • 25 words • 0.0% coverageWriter's voice • 29 words • 100.0% coverageWriter's voice • 24 words • 100.0% coverage
Selected voice

Google

100%flagged-word coverage
64 attributed words100% of attributed speech79% writer coverage
0%50.0%100.0%Attempt to Sell a Product +80.3 ptsWriter: 19.7%Google: 100.0%100.0%Unattributed Quote+40.6 ptsWriter: 0.0%Google: 40.6%40.6%Biased Writer Voice-19.7 ptsWriter: 19.7%Google: 0.0%0.0%

Attribution is sentence-level. Pattern percentages are calculated only from words assigned to that voice.

Loading…
Loading…
Loading…

Analysis

Hover over highlighted words in the article to view the associated bias or fallacy analysis.