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Google’s NotebookLM evolves: What IT leaders need to know about its enterprise applications

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Google’s NotebookLM evolves: What IT leaders need to know about its enterprise applications

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Google’s research tool NotebookLM made waves recently for a new feature that lets users generate what sounds a lot like podcasts. But while the company has been adding new features, it’s also seeing more and more use cases in the enterprise arena. 

NotebookLM lets users upload PDFs, websites, Google Docs, Google Slides and paste text into a notebook keeping information in one place. People can also ask Gemini questions about the documents inside the notebook. First launched in July 2023 and generally available in the U.S. since Dec. 2023, NotebookLM has slowly expanded the kinds of files it can read.

However, one use case that has seen an uptick is through corporate teams sharing research and information on NotebookLM. 

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Raiza Martin, product manager at Google handling NotebookLM, told VentureBeat that they’re seeing corporate teams take advantage of the product’s organizational capabilities that let people find the information they need in one place. 

“We saw students using it to accelerate their learning and understanding and analysis, but we also know that the same thing students are doing is the exact same things that professionals are trying to do,” Martin said, adding that over months, Google has seen “an equal, if not larger amount of professionals using NotebookLM.”

Make a podcast to explain your research

Since launching NotebookLM, Google has slowly added new capabilities to the platform. The newest update allows users to generate audio explaining information in the notebook, with two speakers discussing the topic. 

“The conversation style is the first one that we picked because we thought it was novel, and in our early test, it was very engaging. The double speaker dynamic helped people sort of latch on to the content in a totally different way than a single speaker,” Martin said. 

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Google observed users and teams have used NotebookLM to bring together research and analysis, even some other information employees may need to know. One way enterprises can use NotebookLM is as a shortcut to store data that ultimately makes its way to retrieval augmented generative (RAG) search queries. Martin said NotebookLM itself is a RAG tool that benefits from Google’s Gemini 1.5 Pro. 

I got to use the audio generation feature early and was able to point it to one of my notebooks. I had given NotebookLM several documents about global AI regulations, such as the text of the European Union’s AI Act. The audio it generated summarized the act, but since the other file in the same notebook was an analytical blog post, the discussion took sides. To me, it sounded a lot like the tech-related podcasts I regularly listen to, without the personal banter between hosts.

Some users have begun posting how they’ve used the audio feature, including explaining code bases. 

It can be used to summarize blog posts as well. 

“This is the first of many formats, but in the future, we’ll give you knobs so you can change the number of speakers, the types of voices used and the content altogether,” said Martin.

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Different use cases for NotebookLM 

Part of the growth of NotebookLM has been users exploring different use cases for it, and Martin said it means it’s usually up to users to figure out how to make it work for them. Some use cases have been very interesting, including a Dungeons and Dragons dungeon master using it to keep track of a campaign. 

“I think there’s still a lot of education in terms of connecting users on how to use the tool and why this type of tool might be valuable, but I would say that I’m really encouraged by the rate at which people are seeing that value and have used NotebookLM,” Martin said. 

Martin said NotebookLM will remain, for now, a standalone tool. However, some of the learnings from the tool could make their way to other Google productivity platforms. 


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Buying prescription glasses: What to judge when shopping

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Buying prescription glasses: What to judge when shopping

Buying glasses can be a big commitment. Even with the right deal and a great sale to keep the price down, you’re still picking out what will essentially become a part of your face until your next purchase. Your glasses will inform every first impression and contribute their shape to every smile and frown. Maybe that’s too much pressure, but another way to make things easier is to look at what makes a pair of glasses the “Best” for experts who make a point of judging.

Many online stores offer a wide selection of prescription glasses. Even with an internet full of articles telling you which glasses are the best, it’s still going to come down to you to make a decision about what frame fits your face.

Maybe one day you’ll be able to just choose the latest model of high-tech digital glasses, but for now, you’ve got a decision to make. Here are a few things you can consider when making that decision.

What’s your perfect price point?

This one is obvious on the surface, and it stays obvious once you get deep with it, too. You want the best value for what you’re paying! What could be simpler than that? Well, sites still rank different glasses in different places. Some lists go all the way to the bottom of the price range, finding frames as low as $6, while others take a more holistic view of value, where the price ranges from $39 all the way to $700.

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There’s more to price than just finding the smallest number; you need to get that cost-to-quality ratio working in your favor, and there’s style to take into account, too. Before you start judging the price, you need to decide: what are you willing to spend? Those articles can’t answer that for you. Neither can this one.

Style selection and try-before-you-buy

As long as you’re picking out such a major part of your face’s overall look, you’ll want to find a shop with lots of selection so you can find the right look. Then you’ll want to try them on. There’s a whole discourse about what glasses are best for which face shape, and you’ll find plenty of disagreeing guides online if you want to look for those. They all come down to where on your face the glasses sit, how wide or narrow or tall they are, how round or square, and a lot of other things that are on some guides but not others. You know it’s going to come down to putting them on and seeing for yourself.

If you’re buying online, find a site with a virtual try-on feature. Don’t trust a sales pitch or your imagination when you’ve got a webcam that can dispel all doubt.

How optional are optional features?

With the right vendor and a great deal, some optional features are essentially basic. Would you call shatter-resistant lenses optional? What about a scratch-resistant coating? What you should really be making decisions on are things like transition lenses and blue light blocking, things that can make life easier and vision clearer and save you a few headaches (as figuratively or literally as you like).

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Shopping for glasses is so personal and complex that it’s not really a surprise that rankings and priorities differ from guide to guide, site to site. What’s really going to matter is your own. Decide on price, find a great selection, and have some optional features in mind, then find a vendor that lets you put some frames on your face (even if only virtually). With some decision-making done up front, you’ve got a better chance of enjoying the shopping experience and finding what makes your next pair of glasses the best for you.

VentureBeat newsroom and editorial staff were not involved in the creation of this content.

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India’s Physics Wallah raises $210M at $2.8B valuation even as edtech funding remains scarce

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India’s Physics Wallah raises $210M at $2.8B valuation even as edtech funding remains scarce

Physics Wallah, an Indian edtech startup, has secured $210 million in fresh financing amid a tough funding environment for edtech companies in the country following the collapse of Byju’s, once the biggest company in the space.

Physics Wallah said on Friday the Series B round was led by the hedge fund Hornbill Capital, a venture between China’s Orchid Asia and India’s Hornbill, with Lightspeed Ventures Partners “significantly” participating, alongside existing backers WestBridge and GSV. The round values Physics Wallah at $2.8 billion, a substantial increase from the previous $1.1 billion valuation it scored in June 2022.

The startup has raised over $310 million to date. The new funding, largest by an Indian edtech since 2022, included a secondary transaction of about $35 million that saw its founders and employees selling some of their shares.

Physics Wallah began its journey as a YouTube channel in 2016, where co-founder and teacher Alakh Pandey posted his lectures for free to help students who — like he had — lacked the financial means to enroll in premium coaching classes. By 2020, Physics Wallah had grown to become the largest Indian education community on YouTube, prompting Pandey to formalize his efforts into a company that now serves 46 million students in five vernacular languages.

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“He always felt that he couldn’t crack the IIT entrance exam because he didn’t have access to quality education,” said Prateek Maheshwari, co-founder of Physics Wallah, explaining the motivation behind the startup’s mission.

India, the world’s most populous nation, boasts one of the largest education markets globally, with approximately 250 million students attending school and about 4 million giving entrance exams for engineering colleges and medical schools every year.

Physics Wallah caters to a broad spectrum of this market, serving students from third grade through those preparing for competitive engineering and medical entrance exams and government positions. It even offers live classes that typically draw tens of thousands of simultaneous attendees.

The startup, which also operates about 180 brick-and-mortar centres, employs teaching assistants and AI to address student queries, and has developed an app called AI Guru that helps students solve problems in their learning material. Physics Wallah has trained the AI on its own data, Maheshwari said.

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One of Physics Wallah’s key strengths is the affordability of its courses, with prices starting as low as $50 for an entire year. More than 5.5 million students are paying subscribers, the startup said.

“We are covering nearly all exams in India, and for all the special ones – JEE, NEET, GATE, UPSC, and CAT — we are No. 1 in terms of revenue and the size of the student base served,” Maheshwari said.

That traction is serving Physics Wallah well: It reported revenue of $96.2 million in the year ended March 2023, and the startup told TechCrunch revenue increased 2.5x between March last year and March 2024. It expects its fiscal year ending March 2025 to be its most profitable yet in EBITDA terms.

Dev Khare, a partner at Lightspeed and one of the earliest investors in Indian edtech startups, told TechCrunch that many trends have converged to help Physics Wallah grow. “When you bring the price point down, it just makes things way more accessible,” he said, pointing to budget-hotel chain Oyo, quick-commerce startup Zepto, and storytelling platform PocketFM as other examples of Lightspeed’s portfolio startups that run similar playbooks.

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Maheshwari said Physics Wallah will explore inorganic growth opportunities with the fresh funds, but added that the company largely raised the capital because the funding was available and the investors saw value in doing so. The company, which has acquired about 10 firms in the last three years, is thinking about an IPO, but he cautioned that it would not make any immediate moves soon.

The new funding arrives as India’s edtech sector faces significant headwinds. Online learning startups, which saw rapid growth during the COVID-19 pandemic when schools were closed, have seen a sharp decline in usage since.

Unacademy, a major edtech company based in Bengaluru, has cut approximately 2,000 jobs since 2022. The company cut another 250 positions in July this year, citing the need to restructure for profitability.

Byju’s, formerly India’s most valuable startup at $22 billion, has suffered a dramatic downturn over the past two years. The company now faces the prospect of bankruptcy proceedings.

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Maheshwari said recent industry events haven’t affected the market opportunity. “From a student’s lens, things haven’t changed much post-COVID. The market is entirely hybrid and students are enjoying the best of both worlds to strengthen their preparation,” he said.

Physics Wallah is a “rare combination of vision, execution, and impact with a thriving 3C model – Content, Community, and Commerce,” said Manoj Thakur, founder of Hornbill Capital, in a statement. “We are excited to see PW’s use of AI not only to help improve students’ outcomes but also their emotional well-being.”

No investment bank was appointed for the deal.

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Up close with Sony’s PS5 Pro — and the 30th Anniversary model

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Up close with Sony’s PS5 Pro — and the 30th Anniversary model

We’ve now gotten our own brief look at the $700 PS5 Pro, coming this November. Fair warning: it’s a very limited look indeed. Just photos, no touching yet!

Given how little Sony has yet shared about its big, pricy console refresh, and the excitement for the company’s just-announced limited-edition PlayStation 30th Anniversary Collection, I figure you may want a peek anyhow.

Plus, I can now confirm its arrangement of USB ports: unlike what we’d previously heard, both of the console’s USB-C ports will be on the front, with two USB-A around back.

So here are some photos. First, the PS5 Pro. Then, the PlayStation 30th Anniversary Collection, including throwback grey versions of the PS5 Pro, PS5, DualSense, DualSense Edge, and PlayStation Portal — which all include a new version of Sony’s easter egg microtexture that includes a “30” next to the other PlayStation symbols.

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PlayStation 30th Anniversary:

More photos of both in our gallery below:

1/23

Starting with the 30th Anniversary Collection; regular PS5 Pro photos later in the gallery.
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Photography by Sean Hollister / The Verge

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The Huawei Watch D2 is a surprise sequel to one of 2022’s weirdest watches

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Huawei Watch D2

The Huawei Watch D was one of the weirdest wearables of 2022, and now the airbag-packing, blood-pressure-tracking marvel is back. 

Released this week as one of six new Huawei Watch models, the D2 builds on the ground-breaking blood pressure tracking of the first D model. In a world-first for any smartwatch, its ambulatory blood pressure monitoring (ABPM) system is now certified by China’s National Medical Products Administration and the EU’s Medical Device Regulation body. 

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Field Tested in the Galapagos

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Field Tested in the Galapagos

Normally we share updates through long articles, but writing about photography is like dancing about math. What if we share it in a video? (Spoiler: we are not launching a video app.) If you dig the new format, let us know in the video comments or through Halide@mastodon.social

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Cold war spy satellites and AI detect ancient underground aqueducts

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Cold war spy satellites and AI detect ancient underground aqueducts

Holes at the top of this image are vertical shafts to underground aqueducts called qanats

Nazarij Buławka et al

Most of the ancient underground aqueducts that enabled humans to settle in the world’s hottest and driest regions have been lost over time. Now, archaeologists are rediscovering them by using artificial intelligence to analyse spy satellite images taken during the cold war.

The oldest known underground aqueducts that are found across much of North Africa and the Middle East are called qanats and are up to 3000 years old. They were designed to carry water from highland or mountain…

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