Technology

Qualcomm flew us out to Snapdragon Summit 2026 for a hands-on experience with the all-new, cutting-edge Googlebooks and Microsoft Surface laptops. And although the event has been relatively predictable, Wednesday's briefing closed out with a big surprise—Qualcomm is officially working to support Linux on Snapdragon X2 laptops, brands like ASUS have already committed to offer Linux-flavored versions of their X2-powered devices, and a developer preview is available today for those with the hardware to test it.

My Mini PC hosts several homelab services, including Home Assistant, Jellyfin, Audiobookshelf, Calibre, Uptime Kuma, and more. It also hosts some local LLMs, and in recent weeks, one of these has been hogging so much RAM that it's brought down other services. I decided to set up a fun way to monitor my homelab using a cheap ESP32 board.

Microsoft is giving its compact Surface devices a subtle refresh. Today at Qualcomm's Snapdragon Summit in Hawaii, the U.S. tech giant announced the Surface Laptop 13-inch (2nd edition) and Surface Pro 12-inch (2nd edition) with the Snapdragon X2 Plus chip. The latter will support a new AI-powered drawing and annotating tool called Microsoft Ink Canvas.

Externally, both new Surface devices gain 25 percent brighter touchscreen displays and new black color options. They're otherwise identical to their predecessors from spring 2025.

The updated Surface Laptop 13-inch and Surface Pro 12-inch will hit the market on Oct. 13, starting at $1,199.99 and $1,149.99, respectively. (Preorders are now live at Best Buy, B&H Photo, and the Microsoft Store.) They'll be joined by a redesigned Surface Mouse with built-in haptic feedback and a customizable action button, which will start at $79.99.

Microsoft Surface Laptop, 13-inch (Snapdragon X2 Plus, 16GB RAM, 256GB UFS) $1,199.99 at Best Buy
  Pre-order Here at Best Buy Pre-order Here at B&H Photo Video Pre-order Here at Microsoft Store US Microsoft Surface Pro, 12-inch (Snapdragon X2 Plus, 16GB RAM, 256GB UFS) $1,149.99 at Best Buy
  Pre-order Here at Best Buy Pre-order Here at B&H Photo Video Pre-order Here at Microsoft Store US

Notably, both new Surface devices start with 16GB of RAM. This summer, Microsoft downgraded the base configurations of their first-gen counterparts to 8GB of RAM to lower their prices under $1,000 amid the global memory shortage.

SEE ALSO: Memory wars: Microsoft announces big price increases for Surface laptops

When asked by Mashable whether the company will continue to sell those older models as budget options, a Microsoft rep declined to comment on the record. They were no longer available for purchase through the Microsoft Store at the time of writing, but third-party retailers like Amazon and Best Buy still had them in stock.

The Surface Laptop 13-inch and Surface Pro 12-inch are smaller, lighter, and more affordable versions of Microsoft's flagship Surface devices. In June, the company introduced the Surface Laptop 8 and Surface Pro 12 with Snapdragon X2 Plus and X2 Elite chips.

Same look, new chip The Surface Pro 12-inch (2nd edition) will come pre-loaded with Microsoft's new "Ink Canvas" AI feature. Credit: Microsoft

The X2 Plus is a mid-range processor that will give the new compact Surface devices "18 percent more efficient battery performance, over 60 percent faster graphics, and 95 percent faster on-device AI" than their predecessors, said Brett Ostrum, corporate vice president of Surface devices, in a blog post. For reference, last year's inaugural Surface Laptop 13-inch and Surface Pro 12-inch ran on the original Snapdragon X Plus chip from 2024.

The X2 Plus will also power Ink Canvas on the Surface Pro 12-inch. Users will be able to handwrite prompts for Windows 11's Copilot assistant directly on the device's touchscreen with a Surface Slim Pen (sold separately for $129.99). Ostrum described Ink Canvas as "a pen-first experience for sketching, annotating, generating images, and summarizing text."

Ink Canvas will come pre-installed on the new Surface Pro 12-inch and be available for download on other compatible Windows devices starting Oct. 13.

Microsoft Surface Laptop, 13-inch (2nd edition) specs Credit: Microsoft

• CPU: Qualcomm Snapdragon X2 Plus

• GPU: Qualcomm Adreno

• Battery life: Up to 22.5 hours of video playback

• Memory: 16GB or 24GB RAM

• Storage: 256GB or 512GB UFS

• Screen size and tech: 13-inch touchscreen display with 1,920 x 1,280 resolution, 500 nits of brightness, and 60Hz refresh rate

• Webcam: 1080p

• Ports: Two USB-C ports, one USB-A port, and a headphone jack

• Wireless connectivity: WiFi 7 and Bluetooth 5.4

• Dimensions: 11.25 x 8.43 x 0.61 inches

• Weight: 2.7 pounds

• Chassis material: Aluminum

• Colors: Violet, platinum, and black

• Full-sized backlit keyboard and Precision touchpad

Microsoft Surface Pro, 12-inch (2nd edition) specs Credit: Microsoft

• CPU: Qualcomm Snapdragon X2 Plus

• GPU: Qualcomm Adreno

• Battery life: Up to 15.5 hours of video playback

• Memory: 16GB or 24GB RAM

• Storage: 256GB or 512GB UFS

• Screen size and tech: 12-inch touchscreen display with 2,196 x 1,464 resolution, 500 nits of brightness, and 90Hz refresh rate

• Cameras: 1080p front camera and 10MP rear camera

• Ports: Two USB-C ports and Surface Pro 12-inch Keyboard connector port

• Wireless connectivity: WiFi 7 and Bluetooth 5.4

• Dimensions: 10.8 x 7.47 x 0.3 inches

• Weight: 1.5 pounds

• Chassis material: Aluminum

• Colors: Violet, platinum, and black

• Stylus and keyboard sold separately; has built-in storage for Surface Slim Pen

Microsoft Surface Mouse specs Credit: Microsoft

• Inputs: Left, right, and middle click support with customizable action button and mechanical scroll wheel

• Wireless connectivity: Bluetooth 6.0; up to three devices

• Wireless range: 32.8 feet in open area and 16.4 feet in office setting

• Sensor: 1,000dpi (400dpi to 2,400dpi adjustable)

• Exterior material: Silicone

• Colors: Platinum and black

UPDATE: Sep. 23, 2026, 5:24 p.m. EDT This story was updated with a response from Microsoft and links to the new Surface devices' preorder listings.

Android phones have come a long way when it comes to privacy. Private Space on Pixels and Secure Folder on Samsung phones are really handy. Android's permission system has also become very granular in recent years, giving you a high level of control over what apps can access on your phone, and the Privacy Dashboard is a solid way to audit what your installed apps have been up to. But there's always room to grow, and some third-party apps offer privacy controls Google doesn't match yet, and in some cases probably never will. The only downside is that you have to sideload them.

Disney+ has rolled out its second price increase in as many months. Its standalone and Hulu bundle subscriptions now cost slightly more, with a notable exception.

If you use Spotify for streaming music, podcasts, and audiobooks, you may have noticed that your phone’s storage gets filled up too quickly. The streaming service quietly eats up gigabytes of storage space in the form of temporary cache. But now, the streaming service appears to be working on a new feature that would limit the cache, allowing better optimization of storage.

Thanks to Snapdragon for covering a trip to Snapdragon Summit. All experiences were hosted, but we received no extra compensation. The company did not influence editorial output.

One of the biggest benefits of Home Assistant is that it offers local control, so your smart home doesn't stop working when the internet is down. If you're away from home when the internet connection dies, however, then you may be unable to reach your Home Assistant server even if it's still working fine. These projects offer some alternative ways to communicate with your smart home without relying on the internet.

The nightlife minutiae of a small town in Massachusetts may not seem like traditional fodder for a 24-hour news cycle. But turn that drama into a more-than-1,500-word Boston Globe article, sprinkled with apéritifs for online discourse? Well, that's a recipe for virality.

That's what happened when the Globe reported on a recent public skirmish between community members and the owners of Last Ditch Bar and Arts Venue, a lesbian bar and event space in Greenfield, a town of just 17,000 people.

SEE ALSO: YouTube's microdrama boom is getting bigger

The Last Ditch is one of just 36 lesbian bars in the U.S., as chronicled by the Lesbian Bar Project. It's a nightlife outlier amid a post-COVID bar and club scene that has had to reckon with a decline in public socialization — let alone one that has addressed the alarming decline of number of lesbian bars across the country long before the global pandemic.

But the bar's reputation as a gathering place for Greenfield's sapphic community is now marred by a dramatic series of events that started with a single Instagram post.

The Aug. 31 alert to customers began as an explanation of the venue's updated mask policy. Where the space used to require KN-95 masks at all times, Last Ditch was moving towards more mask-less events — specifically opening up Saturday nights to maskless customers. The response from commenters online was a no-holds-barred flurry of irate messages, accusations of ableism and racism, and even calls for violence from former customers who said their previously safe space had been compromised.

View this post on Instagram

From there, the situation spun out of control, chronicled by the Globe as a series of apologies, retractions, public meetings, and online debates that set a group of COVID-conscious collectives against a fractured bar leadership.

The quotes and comments referenced in the article were sure to get attention: Some Last Ditch patrons referred to the Saturday night change as a "mass disabling event" and a "eugenicist" attack. "People like you kill disabled people in the name of your own leisure and convenience," wrote another commenter.

The internet responds to the Last Ditch effort

Like the rabid commenters and enraged community the feature profiles, the internet couldn't be normal about the story's increasingly bizarre anecdotes and comments from the Last Ditch's opposition.

Users called it possibly the best reporting of the year, some of their lives. Screenshots of users' favorite enraged comments — like "one had enrolled in clown school" (a Last Ditch owner is currently enrolled in clown school) and "I hope your venue gets firebombed" — have proliferated online.

Within 24 hours, the story had become 2026's "Cat Person" or "Bad Art Friend."

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But percolating throughout the humor-filled posts is unabashed, homophobic commentary on queer and disabled communities. Quotes of the Globe's reporting included images of staff and customers ripped from the bar's social media pages, posted alongside unwarranted commentary on their appearances. Some took the opportunity to attack liberal and leftist ideologies at large, with one user calling the Last Ditch's initial Instagram post — not the response it engendered — an example of "intergalactic woke batcrapitude."

It's not the first time a lesbian space has been turned into fodder for a bored internet intent on turning LGBTQ people into the butt of the joke or a vessel for a larger social reckoning. In 2024, for example, the saga of a TikTok influencer and New York City's Cubbyhole ignited a widespread debate about the sanctity of queer spaces.

Regardless, the Globe has benefited from its viral tale, allegedly gaining more than 1,000 subscribers after it went live. The Last Ditch may also capture some new customers thanks to its newfound notoriety.

"We started this project as a small group of friends with a burning desire to keep unapologetically queer spaces alive in Western Mass," wrote Last Ditch leadership in an Instagram plea from April 20. "Not to make money, not to garner notoriety. Just to maintain, expand, and serve our queer community."

I’m a Pixel person through and through and have been daily driving one since I bought my Pixel 6a. And, for what it’s worth, I’ve had plenty of time with Samsung phones because I review them, so my preference is an informed choice. However, that’s only when it comes to smartphones. I don’t get many smartwatches sent my way, so I wasn’t very familiar with the hands-on differences until I bought a few with my own money — and boy, was I shocked.

There's nothing worse than a laptop that overheats. I've been there; the last two decades are lined with less-than-stellar laptops for me, actually. One was so bad that it'd turn off within 45 seconds if it didn't have a hair dryer on the cold setting constantly blowing into its vents. Yes, I've tried to fix it. But when you're a broke college student, you make do with what you have.

The legendary comedy institution that is Saturday Night Live returns this weekend, September 26, for its 52nd season with Knicks star Jalen Brunson hosting and Katseye as musical guest. I've never watched a lot of sports in my life, but SNL's storied history of golden eras, seasonal slumps, "The Weird Year," controversies, iconic cast members (many gone too soon), and ever-rotating roster have made it the team I've followed for almost my entire life.

YouTube has unveiled a flurry of updates to both its core video service and YouTube Music that will tangibly affect your day-to-day streaming habits.

For many people, Claude is the AI model of choice. It pioneered a lot of cool features with Claude Code, Cowork, MCPs, Skills, and more. The models also just sound more thoughtful when answering your questions. So naturally, one of the biggest frustrations folks have with Claude is that it doesn’t last as long as they want it to and burns through their token usage very quickly. Fortunately, there’s an easy fix — one that was sitting right under your nose. By changing this one setting, I was able to make my Claude usage last 8x longer.

People around the world are largely optimistic about artificial intelligence, according to a new Gallup poll. At the same time, a majority of respondents reported they've never actually used the new technology.

The Gallup-Microsoft AI survey, published Sept. 23 as part of the polling company's ongoing research with Microsoft, found that positive feelings about AI outweigh negative ones in 34 of the first 37 countries to complete fieldwork this year. The United States, Egypt, and Palestine were the only exceptions. Gallup says the study will eventually cover 140 countries.

SEE ALSO: Grieving people prefer AI bots that speak as dead loved ones, study suggests

Across the 37 countries, 72 percent of AI-aware adults reported at least one positive emotion toward the technology, compared with 41 percent who reported at least one negative emotion. Curiosity was the most common response, with a median of 64 percent saying AI makes them feel curious. Worry was the most common negative emotion, at a median of 32 percent.

Views on AI's broader impact were also mostly positive. In 29 countries, more people said AI would mostly help their country than harm it. The contrast between the United States and China was particularly revealing: 93 percent of Chinese respondents said AI will help their country. The United States ranked near the bottom, at 36 percent, just above Egypt and Bangladesh.

Gallup noted that optimism doesn't always track with usage. In Nigeria, for example, 68 percent of AI-aware adults expect AI to help the country, although only 20 percent have used it.

In the United States, a Pew Research Center AI survey published in September 2025 found that 62 percent of Americans interact with AI several times a week, including 31 percent who do so several times a day or "almost constantly."

Gallup's poll also found low trust in AI accuracy, and as Mashable has reported, AI hallucinations and inaccuracies remain a stubborn problem. A median of 36 percent of respondents said they trust AI completely or a lot to provide accurate information, with majorities expressing that level of trust in only four countries: Israel, Vietnam, China, and Nigeria. Trust tended to rise with use. In the U.S., 45 percent of daily users trust AI's accuracy, compared with 8 percent of people who have never used it. However, Gallup cautioned that the survey can't determine whether trust drives use or vice versa.

Wealthy Western countries stood out for their worry over AI. Gallup found that 74 percent of AI-aware Americans say AI makes them feel worried, the highest share in any country surveyed, followed by the Netherlands and Canada. But within those countries, daily users were generally less worried than people who use AI less often or not at all.

This year's Made on YouTube event wasn't just about video viewers and video creators. 

On Wednesday, YouTube announced new features for Ask Music in the YouTube Music app. The feature is currently mainly used to create personalized stations and find music based on your mood.

Now, however, YouTube Music users will be able to discover new music based on the songs they're listening to. Users can ask Ask Music for information about songs and albums that inspired a particular track.

If they really like a song, they can even use Ask Music to find podcasts and podcast episodes featuring the artist behind it or get more details about the track. During a demo at the Made on YouTube event, YouTuber Derrick Gee showcased how users could ask Ask Music who played bass on a track and then find other songs featuring that musician. Ask Music can also help listeners find songs that sampled a particular track.

Podcasts are also a big part of YouTube Music and that's where the new Your Podcast Lineup feature comes in.

With Your Podcast Lineup, users can create an AI-generated podcast about other podcasts recommended by YouTube Music based on their interests.

While YouTube's main video-focused platform was the highlight of Made on YouTube, the company made it clear that YouTube Music isn't just a side project.

When you’ve been around as long as Android has, many apps have gone the way of Harvey Dent. Some legendary, trusted names have become completely unnecessary or unsafe to use. Make sure you don’t have any of them on your phone.

Long live Mavis Beacon. 

If you're unfamiliar with the name, she was the not-entirely-real icon behind classroom software that taught generations of students touch typing. Beacon was a celebrity of early digital literacy, with generations of learners collectively misremembering her as a real-life elite typer — not just a made-up name attached to the likeness of model Renée L'Esperance. 

Still, Beacon became an avatar for the digital dreams of the pre-Y2K generation. The software, full name "Mavis Beacon Teaches Typing," was an entry point to the world of technology for thousands of children who would later grow into a computer-skilled workforce. Before entering the rat race, though, these students would be required to attend "Computer Lab," where they would visit typing.com to compete for the highest WPM ("words per minute"). 

Now, most kids don't go to a computer lab. They boot up their personal Chromebooks at their desks, log onto their school's assignment portal, complete their tasks with help from AI, and go back to their phones or iPads. 

Concern about technology's impact on student learning has reached a critical level. A recent longitudinal study of students aged 7 to 16 found that early adoption of social media negatively impacted kids' learning outcomes. Child development researchers and safety advocates have called for an end to screen time in classrooms as literacy rates decline. Generative AI is sending everyone spinning. 

But the kids are still learning. They're just not learning the same things their parents did — especially about computers.

WPM? More like words per hour

Mavis Beacon's memory may live on, but touch typing — or being able to type using just sightless motor memory — has turned into a dying art. A 2024 EdWeek Research Center survey found that just 69 percent of districts teach "keyboarding" in a formal capacity, whether that's directly in curriculum or as a separate, elective course. 

The more affluent the school system, the earlier they introduce keyboarding skills, the survey found.

What those classes are actually teaching is even more of a mystery. Other than surveys, there is little publicly available data on typing proficiency across the country. Directed touch-type curriculum seems to be rare. 

The basic skill is often relegated to app-based tools built into classroom devices. Tech-focused lesson plans available online devote less time to basics and more to mastering advanced computer skills and personalized tools like AI assistants. 

A problem as old as computers 

The shift from basics is not necessarily a new trend. Proper typing became a commonly used benchmark in schools as early as the late '90s, but by 2004, typing classes were already on their way out, according to a 2004 Department of Education study quoted by the Christian Science Monitor.

Search "touch typing op-eds," and you will find dozens of complaints that students don't know how to put hands to keys. 

In a 2011 MIT Technology Review article, for example, Oberlin College professor Annie Trubek criticized a rise in "idiosyncratic, personalized hunt-and-peck" typing among younger generations. "Ironically, in our era of keyboard ubiquity, typing has fallen out of the curriculum," wrote Trubek. "Since most students come to school familiar with keyboards, including cell phone keypads, educators are letting the ad hoc habits of six-year old computer gamers stand." 

A 2015 Wall Street Journal article reported a rising demand for keyboarding classes as digital testing became prevalent under new Common Core State Standards — and teachers realized many kids didn't know how to type. 

On the whole, Americans' digital literacy skills are declining.  States tiptoe around typing

As newer, faster, more complex technologies enter the world of education, more teachers are calling on their districts to institute basic computer skill requirements like keyboarding long before they have to engage with something like machine learning. 

As of 2025, Utah was one of just a few states that still listed motor typing skills — like proper hand placement — as part of their state standard curriculum. When the state's Board of Education implemented such specific K-5 keyboarding proficiency standards, they deemed them a "critical literacy skill." 

But Utah could be changing things soon. In a statement to Mashable, state education officials declined to comment on the implementation of keyboarding standards, citing recent legislation. In March, the state passed an amendment to its digital skills curriculum mandating a "modernization" of the standards, including an emphasis on news and media literacy.

While California includes keyboard proficiency in its Common Core standards, a Department of Education spokesperson told Mashable that the state does not "test or measure" the skill at a state level. Schools do not receive a curriculum framework or additional instructional materials beyond what is included in the 2015 Computer Science Standards, the spokesperson explained. 

And similar to Utah, California is set to revamp its tech standards soon, aligned with Governor Gavin Newsom's new executive order on AI in schools. A department spokesperson explained the state's current standards. Where there was once basic computer science, there is now "AI literacy."  

Hitting Ctrl X on Ctrl C 

The keyboard may prove to be a key (pun intended) learning gap for many students whose tech skills are borne from touchscreen devices, like smartphones and iPads.

Complaints about students not knowing basic shortcuts — including classic short keys such as "Ctrl C" for copy and "Ctrl V" for paste — abound on online forums and subreddits r/Teachers and r/AskTeachers. 

"One student was completely blown away when I 'magically' got his suddenly missing work back by pushing ctrl-z a couple times, and a simple copy-paste final part to a project was so confusing to them," wrote one first-year high school teacher in a 2020 Reddit post criticizing the "digital native" myth. "All that said, I love every single one of my ridiculous computer-illiterate stinkers. I just wish their prior schools had given them the tools they needed."

But like many other assumed tech skills, it's hard to put exact numbers on the problem. Most reporting on the subject cites a 2023 survey of 500 university students in Japan that found that only a third knew the shortcut for undoing a keyboard action. The most familiar shortcut among students was for copying text, with just 62 percent reporting they knew what the combination of keys did. And 20 percent said they didn't know any short keys at all. 

Parents and teachers have opined about other hardware deficiencies among their young learners. For example, anecdotes describe computer mouses, obsolete in an era of trackpads, as a specific speed bump in the road to greater device efficiency. 

Now we're trying to throw AI literacy on top of those gaps and it's a recipe for disaster. - Jodie Carreon, Schools Beyond Screens Computer, put it in the cloud  

Personal devices — tablets, phones — as well as sandboxed or app-based learning devices like Chromebooks have created other deficits, too. 

"To add insult to injury, they don't even know how file directories work! The idea there [sic] are different places in computer storage a file can end up is a totally foreign concept," wrote a frustrated college TA in a Reddit post from 2025. 

The streamlined functioning of these tools, built with limited capabilities or reliant on Cloud-based storage, have negated the need for complex file organization and directories that used to be core to learning computer navigation. 

In fact, many devices no longer even give you an obvious option to save your files elsewhere. Instead, media is saved right to your camera roll or sent off to cloud storage to live in the ether until you use your digital assistant to recall it on your behalf. Many devices hide file directions to decrease visual clutter. 

If you use Google's suite of word processors and spreadsheet makers — which most students do — everything is saved and shared instantly with teachers and peers to review. No need to even attach a file and send an email these days. 

Take the stories from this 2021 Verge article, which cite a cohort of professors who started documenting a decline in file directory knowledge around 2017. "In an age where every conceivable user interface includes a search function, young people have never needed folders or directories for the tasks they do," the publication wrote. 

According to anecdotal stories from IT pros flocking to Reddit to air complaints, nested hierarchies — or organizing documents into a main folder with subfolders — are often too difficult for the average user to figure out, let alone a child still learning their multiplication tables. 

Bringing back computer basics

On the whole, Americans' digital literacy skills are declining. 

The 2023 International Computer and Information Literacy Study — a global assessment of students' ability "to use computers to investigate, create, and communicate in order to participate effectively at home, at school, in the workplace, and in society" — reported a sharp decline in digital literacy among American eighth graders. 

“The results highlight the need for further inquiry and concentrated efforts to address the computer and informational literacy skills of our students," said Peggy G. Carr, former commissioner of National Center for Education Statistics, at the time. "These skills are as fundamental as the 3 R’s [reading, writing, and arithmetic]." 

Advocates for AI and screentime bans in schools have likened the competing decline of basic tech skills versus the rise in advanced technologies to "building a plane while it is flying."

"We are no longer teaching [digital literacy] in a dedicated and explicit way," said Jodie Carreon, national director of Schools Beyond Screens, the group that spearheaded recent screen time and AI limits at the Los Angeles Unified School District. "The way it's operated in the past decade is to shoehorn it into disciplines where it doesn't belong, with the idea that students would learn through osmosis."

It's just as important that students learn how to type with automaticity as it is that they know how to write fluently, explains executive director of the Stanford Teacher Education Program Dr. Sarah Levine. Writing, including the process of typing, is a mode of thinking, she says. "You have to know your keyboard pretty well, and then you're off and running."

Carreon says there is growing concern that students are graduating high school without necessary tech skills — she's not referring to the competitive coding or AI skills emphasized by Big Tech and corporate leaders, but basic knowledge of computers, computer science, and the way technology itself works. 

"We haven't done a great job of teaching basic digital skills or critical digital literacy. Now we're trying to throw AI literacy on top of those gaps and it's a recipe for disaster," Carreon says. Schools have to go back to the basics. "We need to be much more intentional about teaching some of those prerequisites, those fundamentals, before we put increasingly powerful AI systems in students' hands."

Additional reporting by Rebecca Ruiz.

Along with the new features for YouTube viewers unveiled at the company's big Made on YouTube event on Wednesday, YouTube announced a whole suite of features for content creators, too.

For the most part, creators have used their YouTube channels to distribute content. Over the years, YouTube has rolled out features to help users create content, too. But with these latest announcements, YouTube is taking its biggest step yet into the content creation process.

SEE ALSO: YouTube is giving livestream communities more ways to play, pay, and participate

One of the event's biggest announcements for creators is the conversational editing assistant coming to YouTube Shorts and YouTube Create in early 2027.

The conversational editing assistant will help creators edit their footage into videos and short-form clips, using only natural-language conversation, as they would with a chatbot. The editor can pick the best takes, edit clips together with transitions, add text, and more. 

Credit: YouTube

Of course, AI plays a role here, but YouTube was adamant that its AI tools are meant to assist YouTubers in creating content themselves, not do it for them. 

In addition to the editing assistant, YouTube unveiled several new Insight tools for creators seeking guidance on what their viewers want to see.

There's a new feature coming to the Insights section of YouTube Studio's Analytics called Research, which will show creators the top videos in their niche that their own viewers have been watching.

YouTube Insight Research Credit: YouTube

In addition, YouTube Studio can now provide video feedback on new video content that hasn't been published yet. Previously, YouTubers could get insights into their videos to see what worked and what didn't. Now, creators can upload videos directly just to use this feature and make changes based on YouTube's recommendations before a video goes live.

Thumbnails are also getting a big upgrade on YouTube. Creators can generate customizable thumbnails on YouTube and, if they're unsure which thumbnail to use, use multiple thumbnails with the new Dynamic Thumbnails feature.

YouTube Dynamic Thumbnails Credit: YouTube

Dynamic Thumbnails will show viewers thumbnails that YouTube's algorithm believes will most resonate with that particular user.

A/B testing for thumbnails has been a feature in YouTube Studio for some time. Now, YouTube is rolling out A/B testing for an entire video. Creators can upload multiple Shorts or long-form video edits and then select the main cut based on what users like best based on viewer retention data.

Video A/B testing Credit: YouTube

Ask Studio, which YouTube announced is also coming to mobile, can now parse a creator's back catalog of videos and optimize previous content with new thumbnails and A/B test features.