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Product Reviews

I tested NotebookLM and found it very useful for academic, technical, and general research

by admin October 3, 2025



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Navigating the web to analyze data can be tiring. From scouring various websites looking for the correct data to analyzing and summarizing the data you’ve obtained, online research can be hectic. But what if I told you it doesn’t have to be?

Thanks to recent artificial intelligence (AI) advancements, you can have a virtual research partner that helps you analyze and summarize data from the web. That partner is named NotebookLM.

NotebookLM is an AI-based research and note-taking app developed by Google, the company best known for its eponymous search engine. Released in 2023, NotebookLM has amassed a large user base, thanks to its features that help users research and retrieve insights from bulky documents.

How does NotebookLM work, and what sets it apart from similar tools? Is it free or paid, or both? What are its key features? I’ve reviewed the app extensively to answer these essential questions. Read on to learn in-depth about NotebookLM and whether it’s a suitable tool to adopt.

NotebookLM: Plans and pricing

NotebookLM is a freemium tool, i.e., it has free and paid versions. The free NotebookLM is a very capable tool that integrates the latest models of Gemini, Google’s proprietary large language model (LLM). It lets users upload PDFs, Word documents, and presentations to extract data and generate summaries. You can ask NotebookLM questions and get detailed answers under this free plan.

However, the free plan imposes limits on the number of documents you can upload, the number of daily chat queries, notebooks, and audio and video generations. Specifically, the free plan allows 100 notebooks, each with up to 50 sources, 50 daily chat queries, 3 audio overview generations, and 3 video overviews.

You can increase the limitations by subscribing to the NotebookLM Pro plan. This plan allows 500 notebooks, 500 daily chat queries, 20 daily audio generations, and 20 daily video overviews. As a Pro user, you can also share your notebooks with other users and extensively configure the AI assistant’s response style, among other benefits.

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To become a Pro user, you need to subscribe to the Google AI Pro plan, which costs $20 monthly. This plan unlocks more than just NotebookLM’s advanced features. It also unlocks access to AI features on other Google apps.

That said, at $20 monthly, the Google AI Pro plan is quite pricey. It’s justifiable if you’ll heavily use the provided features, but otherwise, the free NotebookLM version works well for the average user. You can try the Google AI Pro plan for one month to test its features before making a final decision.

(Image credit: Google)

NotebookLM: Features

NotebookLM is a mobile app you can download on an iOS or Android device. It’s not accessible via a web browser. This app functions as a companion you can use to extract data from uploaded documents or external web pages.

You can create distinct notebooks on the app, with the free plan allowing up to 100 notebooks. On each notebook, you can extract data from up to 50 sources on the free plan and 300 sources on the Pro plan.

Here’s an illustration to make it simpler to understand. Imagine you’re a student tasked with reviewing a research paper and generating key insights. The research paper is bulky, with over 5,000 words.

Instead of scanning through every paragraph manually to extract key points, you can upload the research paper in PDF format to NotebookLM. Then, NotebookLM will study and analyze the paper on your behalf, and you can ask it comprehensive questions related to the research paper.

For instance, if the research paper is about the prevalence of a disease in different regions, you can ask NotebookLM to provide a detailed breakdown of the number of infections observed in each region and the percentage compared to the total number of infections. You can ask it to visualize this data for you.

A research paper is just a single example. Instead of uploading a PDF file to NotebookLM, you can provide a specific web address and ask it to analyze the information on that web page.

For example, NotebookLM can analyze a long news article about recent mergers & acquisitions in the tech industry, and you can ask specific questions like “Which companies got acquired recently?” “How much was [company name] acquired for?” “Give me a breakdown of all the acquired companies mentioned in the article and how much they were acquired for?”

NotebookLM solves a key problem that most people experience. Reading through and analyzing large volumes of information can get tiring. Often, when I experienced this problem, I always wished for a virtual assistant that could help me sort through the information and find the desired key points. I was happy when Google announced NotebookLM in 2023, and I became an early adopter.

My main use case for NotebookLM is sifting through voluminous articles and reports to generate insights. I’ve used it heavily for both personal and work activities. For example, I often read detailed economic reports issued by think-tanks and government agencies. NotebookLM has extensively helped me to analyze and note crucial information from these reports.

I like that NotebookLM lets users share notebooks with friends, family, and colleagues, even on the free version. As a free user, you can grant a collaborator “Viewer” or “Editor” access to your notebook.

(Image credit: Google)

A Viewer has access to uploaded source documents and shared notes, but can’t remove these documents or add new ones. In contrast, an Editor can remove or add new documents to your notebook. Sharing is as easy as generating a unique link and sending it to the desired collaborators, who can access it with their Google accounts.

If you’re subscribed to the Pro plan, you can share a notebook in chat-only mode, wherein the collaborator can’t modify the source documents but can ask the AI system questions related to the documents.

When sharing a notebook on the Pro plan, you can monitor two key metrics about how collaborators have interacted with your notebooks: the number of users who have made at least one query per day and the number of queries made by each user. However, these metrics are only available if you’ve shared the notebook with at least four other users.

NotebookLM doesn’t just issue text answers. It can give audio answers in a creative way. For instance, I used NotebookLM to turn an article into an audio conversation. The conversation was akin to two human hosts discussing a deep dive into the article on a podcast. The AI hosts summarized the article, highlighted key information, and had back-and-forth conversations about the information contained in the article. However, don’t expect perfection.

In my case, I observed several mistakes during the audio conversations, including key information being skipped, factual inaccuracies, and references to information not present in the document. Likewise, the speech sounded unnatural in several cases, owing to excessive use of filler words, such as “you know” and “like,” which isn’t typical in real human conversations.

That’s not to say the audio overview feature isn’t helpful. Indeed, it’s beneficial, and such a feature available for mass usage would have been unthinkable a few years ago. However, you shouldn’t rely entirely on it to summarize documents. It works most of the time, but a minor mistake can be significant when analyzing documents.

Similar to the audio overview feature I just discussed, NotebookLM also has a video overview feature. That is, users can turn documents and articles into AI-generated video narrations. The narrations will include images, quotes, figures, and diagrams pulled from your document, with an AI voice dissecting the key points in a conversational tone.

I liked that I could tailor video overviews according to my needs, for example, by selecting the images and quotes I wanted to include in a video narration. I also liked that I could create multiple video overviews for the same PDF document or web page, gaining different perspectives.

Visual learning is more interactive and fun compared to reading long text. If you have a long text piece, NotebookLM makes the perfect companion to convert the long text into a visual narration that’s easy to learn from. However, beware of the limitations.

I noticed some mistakes in the video overviews I generated, similar to those of audio overviews. These mistakes included inaccurate information and some key data I highlighted being skipped. Just as I mentioned earlier, you shouldn’t rely 100% on NotebookLM to summarize your documents. Manual reading remains important.

NotebookLM is very useful, especially the free tier, but it still needs significant improvements. The good news is that Google is committed to continually improving the underlying Gemini LLM that NotebookLM is based on. It has released various updates to boost Gemini’s accuracy and will continue doing so amid intense competition from the likes of ChatGPT.

(Image credit: Google)

NotebookLM: Interface and in use

NotebookLM is as simple to navigate as a mobile app can be. After opening the app, the homepage lists all the notebooks you’ve previously created, or prompts you to create a notebook if you haven’t done so. The button to create a new notebook is prominently highlighted at the bottom.

You can easily create a notebook, add files, and begin asking questions and generating audio or video overviews. Every feature is neatly arranged at the bottom of the dashboard, and you can quickly upload a file, paste text, or enter an external web address to be analyzed. I give NotebookLM a perfect score in user-friendliness.

NotebookLM: Support

As a NotebookLM user, the first place to consult when troubleshooting issues is the official NotebookLM Help Center hosted by Google. This Help Center has comprehensive details about every functionality accessible on NotebookLM.

From learning how to use NotebookLM to changing configurations and resolving commonly encountered problems, the Help Center provides detailed answers. Personally, I encountered most issues when trying to import files, some of which failed to import initially, but the Help Center quickly solved my problem.

If you’re a Google AI Pro subscriber, you can get direct help from Google’s support team in addition to the self-help resources from the official Help Center. Google’s support team is reachable via live chat, email, and telephone and provides detailed answers.

NotebookLM: The competition

NotebookLM is a unique tool that combines note-taking and artificial intelligence-based research. Most rival apps focus on one of these functions but don’t combine the two. Its main competitors aren’t as popular, and they are mostly new apps launched within the last four years.

A competitor I’d like to highlight is Logically (formerly called Afforai). Just like NotebookLM, Logically lets you upload documents and ask its AI assistant in-depth questions related to the document. It doesn’t stop there, but also helps you add more relevant information to text documents, such as citations, tables, and diagrams.

Logically has a free plan and a paid version that unlocks unlimited access to its AI assistant. Users can also pay for addons like external large language models, a file annotator, and a reference manager.

I can’t confidently say Logically is better than NotebookLM or vice versa. However, Logically has a broader feature set that combines both NotebookLM’s core AI-based research feature and other useful AI-based features like writing assistance, file annotation, and academic reference management.

NotebookLM: Final verdict

NotebookLM is a valuable tool to have in your toolkit. It makes things easier when researching information online, thanks to its ability to extract key insights from long swathes of text and convert voluminous text into engaging visual summaries.

I’ll proudly recommend NotebookLM to students, teachers, corporate professionals, or information sleuths who engage in extensive research. Whether on the free or paid version, NotebookLM offers features that make research less hectic and more interactive.

We’ve listed the best text-to-speech software.



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October 3, 2025 0 comments
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Crypto Trends

Massachusetts Attorney General Alleges Prediction Market Kalshi Violating Gambling Laws

by admin September 12, 2025



Prediction market Kalshi is violating Massachusetts’ state gambling laws, its attorney general alleged in a lawsuit Friday.

Attorney General Andrea Joy Campbell alleged in a filing that sports event contracts, which Kalshi introduced in January 2025, violate the state’s sports wagering laws, which require operators to be licensed. Campbell is asking for a court to block Kalshi from offering sports prediction markets in the state without a license, as well as seeking monetary and other relief.

Prediction markets have grown in popularity over the past few years, with crypto-focused companies like Polymarket and firms like Kalshi seeing immense interest over questions such as who would win the last presidential election. While the Massachusetts filing notes that Kalshi does offer these different categories of prediction markets, its lone charge is focused on the company’s sports-related bets.

The filing said Kalshi’s prediction markets, which are structured as binary options, operate the same way licensed sports wagering operators’ products do, comparing it to FanDuel as an example.

“Kalshi is in the business of accepting wagers, defined as ‘a sum of money or thing of value risked on an uncertain occurrence’ on amateur and professional sporting events in the form of selling sporting event contracts,” the filing said, adding, “Kalshi’s sporting event contracts constitute sports wagering” as defined by Massachusetts laws and applicable regulations.

Kalshi had been through a lengthy legal tussle at the federal level when it battled with the Commodity Futures Trading Commission over the legality of its business model, but the regulator ultimately backed down earlier this year. Now, one of Kalshi’s board members, former CFTC commissioner Brian Quintenz, is President Donald Trump’s nominee to run the agency.

A portion of the Massachusetts lawsuit points to Kalshi actions the attorney general’s office alleges are designed to hook possible bettors.

“Kalshi’s platform employs behavioral design mechanisms drawn from gambling psychology, including features that encourage impulsive engagement, exploit award anticipation and diminish users’ perception of financial risk,” the filing said.

It pointed to Kalshi’s website design, including presenting possible payouts in “bright green font, a color that signals safety and correctness,” while odds were presented in black font. “This interface design subtly encourages high-risk transactions by emphasizing reward while obscuring risk.”

Campbell said “if Klashi wants to be in the sports gaming business in Massachusetts, they must obtain a license” in a statement. “Sports wagering comes with significant risk of addiction and financial loss and must be strictly regulated to mitigate public health consequences.”

In a statement, a Kalshi spokesperson said, “Kalshi offers its users a fair, transparent, federally-regulated and nationwide marketplace. Rather than engage in dialogue with Kalshi as many other states have done, Massachusetts is trying to block Kalshi’s innovations by relying on outdated laws and ideas. Prediction markets are a critical innovation of the 21st century, and all Americans should be able to access them. We are proud to be the company that has pioneered this technology and stand ready to defend it once again in a court of law.”



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September 12, 2025 0 comments
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A phone showing icons for several AI chatbots.
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State Attorneys General Warn AI Companies: ‘Don’t Hurt Kids’

by admin August 27, 2025


Top officials in dozens of states have seen how generative AI chatbots and characters, if handled poorly, can be bad for children. And they have a stern warning for the industry: “If you knowingly harm kids, you will answer for it.”

That message is clear in a letter sent this week from 44 state attorneys general to the heads of 13 AI companies. The AGs said they were writing to tell CEOs they would “use every facet of our authority to protect children from exploitation by predatory artificial intelligence products.”

Worries about AI’s impact on children have been around for a while, but interest has heightened in recent weeks. The AGs particularly cited a recent report from Reuters that showed Meta’s guidelines allowed AI to engage children in conversations that were “romantic or sensual.” The company told Reuters the examples cited were “erroneous and inconsistent” with the company’s policies, which prohibit content that sexualizes children. 

Meta did not immediately respond to a request for comment.

The AGs said the issues were not limited to Meta. “In the short history of chatbot parasocial relationships, we have repeatedly seen companies display inability or apathy toward basic obligations to protect children,” they wrote. 

Watch this: How You Talk to ChatGPT Matters. Here’s Why

04:12

The risks of relationships and treacherous interactions with AI chatbots are growing clearer. In June, the American Psychological Association issued a warning calling for guardrails around AI use for teens and young adults, saying parents should help their children use the tools widely. The fast-spreading use of AI chatbots as “therapists” has increased the possibility of people receiving harmful advice in an interaction when they are particularly vulnerable. A study released this week found large language models are inconsistent in answering questions about suicide.

At the same time, there are few actual rules around what AI developers can and can’t do and how these tools can operate. A move to stop states from enforcing laws and rules around AI failed in Congress earlier this year, but there’s still no federal framework for how AI can be done safely. Lawmakers and advocates, like the AGs in this week’s letter, have said they want to avoid the free-for-all-like atmosphere of the social media era, but whether clear rules actually take shape is yet to be seen. President Trump’s AI Action Plan, released in July, concentrated on reducing regulations for AI companies, not introducing new ones. 

Read more: AI Essentials: 29 Ways You Can Make Gen AI Work for You, According to Our Experts

State AGs said they would take matters into their own hands if necessary. 

“You will be held accountable for your decisions,” they wrote. “Social media platforms caused significant harm to children, in part because government watchdogs did not do their job fast enough. Lesson learned. The potential harms of AI, like the potential benefits, dwarf the impact of social media. We wish you all success in the race for AI dominance. But we are paying attention.”

If you feel like you or someone you know is in immediate danger, call 911 (or your country’s local emergency line) or go to an emergency room to get immediate help. Explain that it is a psychiatric emergency and ask for someone who is trained for these kinds of situations. If you’re struggling with negative thoughts or suicidal feelings, resources are available to help. In the US, call the National Suicide Prevention Lifeline at 988.

. 



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August 27, 2025 0 comments
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Product Reviews

US Attorneys General tell AI companies they ‘will be held accountable’ for child safety failures

by admin August 26, 2025


The US Attorneys General of 44 jurisdictions have signed a letter [PDF] addressed to the Chief Executive Officers of multiple AI companies, urging them to protect children “from exploitation by predatory artificial intelligence products.” In the letter, the AGs singled out Meta and said its policies “provide an instructive opportunity to candidly convey [their] concerns.” Specifically, they mentioned a recent report by Reuters, which revealed that Meta allowed its AI chatbots to “flirt and engage in romantic roleplay with children.” Reuters got its information from an internal Meta document containing guidelines for its bots.

They also pointed out a previous Wall Street Journal investigation wherein Meta’s AI chatbots, even those using the voices of celebrities like Kristen Bell, were caught having sexual roleplay conversations with accounts labeled as underage. The AGs briefly mentioned a lawsuit against Google and Character.ai, as well, accusing the latter’s chatbot of persuading the plaintiff’s child to commit suicide. Another lawsuit they mentioned was also against Character.ai, after a chatbot allegedly told a teenager that it’s okay to kill their parents after they limited their screentime.

“You are well aware that interactive technology has a particularly intense impact on developing brains,” the Attorneys General wrote in their letter. “Your immediate access to data about user interactions makes you the most immediate line of defense to mitigate harm to kids. And, as the entities benefitting from children’s engagement with your products, you have a legal obligation to them as consumers.” The group specifically addressed the letter to Anthropic, Apple, Chai AI, Character Technologies Inc., Google, Luka Inc., Meta, Microsoft, Nomi AI, OpenAI, Perplexity AI, Replika and XAi.

They ended their letter by warning the companies that they “will be held accountable” for their decisions. Social networks have caused significant harm to children, they said, in part because “government watchdogs did not do their job fast enough.” But now, the AGs said they are paying attention, and companies “will answer” if they “knowingly harm kids.”



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August 26, 2025 0 comments
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Terence Stamp during 2005 Cannes Film Festival - Terence Stamp Portraits at Orange Beach in Cannes, France.
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Actor Terence Stamp, who played General Zod in Superman and Mankar Camoran in The Elder Scrolls 4: Oblivion, has died

by admin August 17, 2025



As reported by the BBC, the family of Terence Stamp has confirmed that the actor died on Sunday morning at the age of 87. In Stamp’s long and illustrious career, the actor had some notable videogame performances, including the Prophet of Truth in Halo, and Mankar Camoran in The Elder Scrolls 4: Oblivion.

Stamp was born to a working class London family in 1938, and first rose to popularity in the 1960s, once even being considered to replace Sean Connery as James Bond. Stamp is perhaps best known today for the second act of his career, where he made a mark as a versatile character actor. Stamp played General Zod opposite Christopher Reeve in the first two Superman movies in 1978 and 1980.

The Making of Oblivion (FULL | HQ | ENG) – YouTube

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Stamp had a small number of videogame appearances in his career, most notably in Halo 3 and The Elder Scrolls 4: Oblivion. Stamp was one of a number of famous actors who lent their voices to Oblivion, including Sir Patrick Stewart, Sean Bean, and Lynda Carter. Stamp’s performance as Mankar Camoran can once again be heard in Virtuous’ remaster of Oblivion, as well as the upcoming Skyblivion mod remake.


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In the documentary, The Making of Oblivion, Stamp can be seen working in the booth, delivering some of his lines as Camoran and receiving direction from longtime Elder Scrolls lead, Todd Howard. Though Stamp says in the documentary that he had only gotten the FedEx of the script the night before recording and that he was less familiar with this “area of performance,” his delivery of Camoran remains a highlight of the game.

“Superman 1 and 2, kinda my formative years, when I was six or seven. Terence Stamp is General Zod, and he has a great line in Superman 2, where he gets Superman to kneel,” Howard explained in the documentary. “‘Son of Jor-El, kneel before Zod!’ And my brother would always do that but change ‘Zod’ to ‘Todd.’ Just over the years, one of those things.”

Naturally, in-between recording Cameron’s commanding and esoteric monologues to the Mythic Dawn cult, Stamp graciously delivered a menacing “Kneel before Todd!” For Howard and his brother.

Stamp was reportedly in talks to reprise his role as transgender drag queen Bernadette Bassenger in a distant sequel to the 1994 film, The Adventures of Priscilla, Queen of the Desert. According to IMDB, his final role will remain an appearance in Edgar Wright’s 2021 film, Last Night in Soho.

Keep up to date with the most important stories and the best deals, as picked by the PC Gamer team.



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August 17, 2025 0 comments
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