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Hollywood’s pivot to AI video has a prompting problem

Hollywood’s pivot to AI video has a prompting problem

It has become almost impossible to browse the internet without having an AI-generated video thrust upon you. Open basically any social media platform, and it won’t be long until an uncanny-looking clip of a fake natural disaster or animals doing impossible things slides across your screen. Most of the videos look absolutely terrible. But they’re almost always accompanied by hundreds, if not thousands, of likes and comments from people insisting that AI-generated content is a new art form that’s going to change the world.

That has been especially true of AI clips that are meant to appear realistic. No matter how strange or aesthetically inconsistent the footage may be, there is usually someone proclaiming that it’s something the entertainment industry should be afraid of. The idea that AI-generated video is both the future of filmmaking and an existential threat to Hollywood has caught on like wildfire among boosters for the relatively new technology.

The thought of major studios embracing this technology as is feels dubious when you consider that, oftentimes, AI models’ output simply isn’t the kind of stuff that could be fashioned into a quality movie or series. That’s an impression that filmmaker Bryn Mooser wants to change with Asteria, a new production house he launched last year, as well as a forthcoming AI-generated feature film from Natasha Lyonne (also Mooser’s partner and an advisor at Late Night Labs, a studio focused on generative AI that Mooser’s film and TV company XTR acquired last year).

Asteria’s big selling point is that, unlike most other AI outfits, the generative model it built with research company Moonvalley is “ethical,” meaning it has only been trained on properly licensed material. Especially in the wake of Disney and Universal suing Midjourney for copyright infringement, the concept of ethical generative AI may become an important part of how AI is more widely adopted throughout the entertainment industry. However, during a recent chat, Mooser stresses to me that the company’s clear understanding of what generative AI is and what it isn’t helps set Asteria apart from other players in the AI space.

“As we started to think about building Asteria, it was obvious to us as filmmakers that there were big problems with the way that AI was being presented to Hollywood,” Mooser says. “It was obvious that the tools weren’t being built by anybody who’d ever made a film before. The text-to-video form factor, where you say ‘make me a new Star Wars movie’ and out it comes, is a thing that Silicon Valley thought people wanted and actually believed was possible.”

In Mooser’s view, part of the reason some enthusiasts have been quick to call generative video models a threat to traditional film workflows boils down to people assuming that footage created from prompts can replicate the real thing as effectively as what we’ve seen with imitative, AI-generated music. It has been easy for people to replicate singers’ voices with generative AI and produce passable songs. But Mooser thinks that, in its rush to normalize gen AI, the tech industry conflated audio and visual output in a way that’s at odds with what actually makes for good films.

“You can’t go and say to Christopher Nolan, ‘Use this tool and text your way to The Odyssey,’” Mooser says. “As people in Hollywood got access to these tools, there were a couple things that were really clear — one being that the form factor can’t work because the amount of control that a filmmaker needs comes down to the pixel level in a lot of cases.”

To give its filmmaking partners more of that granular control, Asteria uses its core generative model, Marey, to create new, project-specific models trained on original visual material. This would, for example, allow an artist to build a model that could generate a variety of assets in their distinct style, and then use it to populate a world full of different characters and objects that adhere to a unique aesthetic. That was the workflow Asteria used in its production of musician Cuco’s animated short “A Love Letter to LA.” By training Asteria’s model on 60 original illustrations drawn by artist Paul Flores, the studio could generate new 2D assets and convert them into 3D models used to build the video’s fictional town. The short is impressive, but its heavy stylization speaks to the way projects with generative AI at their core often have to work within the technology’s visual limitations. It doesn’t feel like this workflow offers control down to the pixel level just yet.

Mooser says that, depending on the financial arrangement between Asteria and its clients, filmmakers can retain partial ownership of the models after they’re completed. In addition to the original licensing fees Asteria pays the creators of the material its core model is trained on, the studio is “exploring” the possibility of a revenue sharing system, too. But for now, Mooser is more focused on winning artists over with the promise of lower initial development and production costs.

“If you’re doing a Pixar animated film, you might be coming on as a director or a writer, but it’s not often that you’ll have any ownership of what you’re making, residuals, or cut of what the studio makes when they sell a lunchbox,” Mooser tells me. “But if you can use this technology to bring the cost down and make it independently financeable, then you have a world where you can have a new financing model that makes real ownership possible.”

Asteria plans to test many of Mooser’s beliefs in generative AI’s transformative potential with Uncanny Valley, a feature film to be co-written and directed by Lyonne. The live-action film centers on a teenage girl whose shaky perception of reality causes her to start seeing the world as being more video game-like. Many of Uncanny Valley’s fantastical, Matrix-like visual elements will be created with Asteria’s in-house models. That detail in particular makes Uncanny Valley sound like a project designed to present the hallucinatory inconsistencies that generative AI has become known for as clever aesthetic features rather than bugs. But Mooser tells me that he hopes “nobody ever thinks about the AI part of it at all” because “everything is going to have the director’s human touch on it.”

“It’s not like you’re just texting, ‘then they go into a video game,’ and watch what happens, because nobody wants to see that,” Mooser says. “That was very clear as we were thinking about this. I don’t think anybody wants to just see what computers dream up.”

Like many generative AI advocates, Mooser sees the technology as a “democratizing” tool that can make the creation of art more accessible. He also stresses that, under the right circumstances, generative AI could make it easier to produce a movie for around $10–20 million rather than $150 million. Still, securing that kind of capital is a challenge for most younger, up-and-coming filmmakers.

One of Asteria’s big selling points that Mooser repeatedly mentions to me is generative AI’s potential to produce finished works faster and with smaller teams. He framed that aspect of an AI production workflow as a positive that would allow writers and directors to work more closely with key collaborators like art and VFX supervisors without needing to spend so much time going back and forth on revisions — something that tends to be more likely when a project has a lot of people working on it. But, by definition, smaller teams translates to fewer jobs, which raises the issue of AI’s potential to put people out of work. When I bring this up with Mooser, he points to the recent closure of VFX house Technicolor Group as an example of the entertainment industry’s ongoing upheaval that began leaving workers unemployed before the generative AI hype came to its current fever pitch.

Mooser was careful not to downplay that these concerns about generative AI were a big part of what plunged Hollywood into a double strike back in 2023. But he is resolute in his belief that many of the industry’s workers will be able to pivot laterally into new careers built around generative AI if they are open to embracing the technology.

“There are filmmakers and VFX artists who are adaptable and want to lean into this moment the same way people were able to switch from editing on film to editing on Avid,” Mooser says. “People who are real technicians — art directors, cinematographers, writers, directors, and actors — have an opportunity with this technology. What’s really important is that we as an industry know what’s good about this and what’s bad about this, what is helpful for us in trying to tell our stories, and what is actually going to be dangerous.”

What seems rather dangerous about Hollywood’s interest in generative AI isn’t the “death” of the larger studio system, but rather this technology’s potential to make it easier for studios to work with fewer actual people. That’s literally one of Asteria’s big selling points, and if its workflows became the industry norm, it is hard to imagine it scaling in a way that could accommodate today’s entertainment workforce transitioning into new careers. As for what’s good about it, Mooser knows the right talking points. Now he has to show that his tech — and all the changes it entails — can work.



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Is an e-reader case as dangerous as a Glock 19?

Last month, Louisville, Kentucky-based creator Luke The Maker showed off a bizarre, 3D-printed, pistol-shaped case design for the popular minimalist Xteink X4 e-reader. The X4 lies vertically atop the plastic gun’s slide, with a cutout on the side to access its buttons. Though the frame was digitally modeled after a real gun, this “case” can’t shoot bullets. Squeezing the trigger does nothing at all. He calls his contraption the “Gundle.”

In a post showing off the wacky accessory, Luke (whose last name is Blackford) can be seen flipping through Cormac McCarthy’s Blood Meridian and J.D. Salinger’s The Catcher in the Rye before tossing the gun e-reader case in his car’s center console.

“The perfect e-reader for public reading,” text reads over the clip.

But even though this internet experiment is clearly intended as a joke or commentary, it’s possible future 3D printers won’t see it that way. Lawmakers in multiple states are pushing for laws mandating gun-blocking software on all new printers sold. This still-evolving technology would, in theory, scan every file before it’s physically printed and try to algorithmically determine whether it’s a firearm or firearm part. If the software decides that the thing being printed looks enough like a gun, it stops the printer from completing the job. That is, if it even works. Lawmakers in New York and California are leaving it up to a panel of industry experts to weigh whether the proposed vision is even technically feasible. Despite that cloud of uncertainty, legislation mandating this blocking tech has already become law in New York and passed California’s state assembly.

“I didn’t want it to be so publicly available. I just didn’t want tons of them out there.”

That may sound reasonable enough, but makers and industry experts previously told The Verge that the tech is underdeveloped and risks introducing false positives where non-guns that look gun-like get unnecessarily blocked. Blackford’s e-reader case falls directly in that detection gray area. Blackford says he didn’t explicitly make the Gundle to challenge the proposed laws, but he also didn’t shy away from expressing his opinion about them.

“I’m not for that kind of thing because I’m big into open software,” Blackford says. “It’s just a wild frontier right now, so I definitely don’t trust [gun blueprint scanning tech] now.”

“If people want to 3D print a gun, they’re going to do it,” he adds. “I don’t think it’s up to the people making the slicers to control that kind of thing.”

Those pushing for these mandates, meanwhile, wouldn’t say whether their proposed tech would stop Blackford from making a harmless case. New York Gov. Kathy Hochul’s office didn’t respond to questions about Blackford’s device specifically, or the implications false positives could have for a maker’s ability to freely express themself.

“Governor Hochul is laser-focused on improving public safety and reducing gun violence in New York,” deputy communications director at the Office of Governor Kathy Hochul and spokesperson Jess D’Amelia tells The Verge. “This law relies on the expertise of leading subject matter experts to evaluate and harness emerging technologies while addressing the real and growing threat of ghost guns and illegally manufactured weapons of war. The Governor is confident these measures will make all New York communities safer.”

“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard.”

Cliff Braun, associate director of technology policy and research at the Electronic Frontier Foundation, who has spoken critically of California’s proposal, says it’s unclear whether the proposed system would flag Blackford’s design. While the technology exists, Braun says it’s currently in a “limited form.” Critics say a more cautious detection system that relies on hashes to flag known firearms and parts from a database could be trivially easy to sidestep by simply making small changes to a file’s design. A more expansive approach using AI to analyze a file’s geometry and predict if it’s a gun, by contrast, may be more prone to mistakes. Things that look gun-ish but aren’t, in other words, might get swept up. Lawmakers in both states are leaving it to expert panels to iron out the details of implementation, but the final result, Braun says, will have to grapple with an unavoidable tradeoff between false positives and false negatives.

“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard,” Braun says.

Handguns like the one Blackford modeled his design on are particularly problematic. In 2022, the ATF updated its rules clarifying that the only parts of a firearm that legally require a serial number are those that provide the housing or structure for the weapon’s “primary fire control component.” In AR-15s and other long guns, that’s the receiver. Braun notes that the shapes of receivers are relatively unique and distinguishable, as are machine gun conversion devices. That’s not quite the same with a handgun. There, the part that requires a serial number is the frame. And unlike receivers, frames are visually far more ambiguous. Water hoses, toy guns, and power tools all share somewhat similar shapes.

Dartmouth College associate professor of engineering Solomon Diamond tells The Verge that whether Blackford’s e-reader case gets blocked really depends on the type of technology that particular printer deploys. A more conservative hashing approach would fall flat because Blackford’s device wouldn’t match one of the exact hashes on a database of prohibited files. A different system using computer vision and AI to evaluate where an object likely resembles a gun, however, could flag it by mistake.

“Basing blocking tech on visual resemblance is where the false positive concerns arise because a prop and a real functional firearm resemble one another,” Diamond told The Verge. “The technical challenge here is that depending on training data and algorithms used, setting decision thresholds that have acceptably low false positive rates might have unacceptably high false negative rates and vice versa.”

“Visual resemblance might be fooled by [the] gun-shaped e-reader case,” he added.

Diamond noted a third option, “geometric identification,” could potentially thread the needle. This approach, which is currently being deployed to guide quality control in manufacturing, can be fine-tuned for what Diamond refers to as “exact geometric match,” where a zero false-positive rate is at least theoretically possible. This approach is still relatively new when it comes to 3D print blocking tech.

“Geometric Identification would not be fooled by your gun-shaped e-reader case,” he said.

3D printer manufacturers and the experts setting the standards for how blocking software mandates will work are then left with a complex choice. Requiring systems that are both actually effective at detecting guns and technically feasible to introduce in the near future will necessarily mean some non-guns get caught in the crossfire. Pretty quickly, that starts limiting how makers, hobbyists, and artists can express themselves.

“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary,” Braun said.

Blackford says making the Gundle was relatively straightforward. He first went online and did a simple search for “free gun model,” which turned up the blueprints for the gun shell part of the case. He then uploaded that to Fusion 360, his preferred modeling program, and added the e-reader on top and built the case around it. The Xteink X4 is one of the cheaper e-readers on the market, and though it has limited functionality, its devoted community regularly works to improve it. With the digital design finalized, Blackford sent it off to his Bambu Lab H2D printer. The entire process, from initial idea to printed product, took less than 24 hours.

Even though the device doesn’t shoot, Blackford says he still hasn’t taken it out in public. He’s since published the files on his website, where anyone with a 3D printer can download them and make their own. Blackford admits he did this with some hesitation. The case isn’t a gun, but it looks enough like one that someone brandishing it in the open, or revealing it during a confrontation with law enforcement, could find themselves in a seriously dangerous misunderstanding. He talked things over with his wife before publishing, and ultimately decided to avoid larger marketplaces like Thingiverse or Printables so it wouldn’t spread too widely. This way, he says, people can still find it if they are interested but won’t randomly stumble upon it.

“I didn’t want it to be so publicly available,” Blackford says. “I just didn’t want tons of them out there.”

“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary.”

There’s also some question as to whether walking around with the case would violate already existing federal laws requiring toys or other “look-alike firearms” to have distinctive markings. These so-called “orange tip laws” are why fake guns and airsoft guns have blaze-orange plastic tips attached to their muzzles when they are manufactured and sold. But the e-reader case isn’t really a toy or a fake gun, but an art project.

Regardless, Blackford says if he ever did take it out in public, he’d print a version in a different color to make clear it isn’t imitating a real weapon. That’s not an overreaction. Walking around in public with something that resembles a gun, even if it is functionally useless, can make interactions with police and other gun owners dangerous, or even deadly. In 2014, Cleveland police shot and killed a 12-year-old boy named Tamir Rice after he reached for a toy gun. A 2016 Washington Post report estimated that over the span of two years, police shot and killed 86 people who were holding realistic-looking toy weapons and pellet and airsoft guns.

Supporters of blueprint scanning mandates say it’s necessary to close an enforcement gap that’s giving those with felony convictions and others access to guns when they shouldn’t have them. Various laws prohibiting the manufacture and sale of 3D-printed ghost guns (untraceable firearms without serial numbers) already exist across the country. But people print in the privacy of their own homes, making enforcing those laws nearly impossible. Hochul has called this dynamic the “plastic pipeline” and warns of criminals printing guns on their kitchen tables. Mandating scanning software would shift the responsibility onto printer manufacturers, stopping the illegal guns before they are ever made.

Whether the threat posed by 3D-printed guns actually justifies such a transformative change to how printers work remains up for debate. The guns are certainly getting better in terms of performance. There are also more of them. In 2024, the NYPD said it recovered 109 mostly 3D-printed guns from crime scenes. That’s up from just one recorded three years prior. A separate 2024 report from the gun control advocacy group Everytown found similar results in 20 other cities.

All of that is a drop in the bucket compared to conventional guns collected at crime scenes. In 2025 alone, then-Mayor Eric Adams claimed the NYPD seized more than 5,200 illegal guns. The total number of firearms in the country more broadly has been estimated to outnumber people.

But Blackford says he wasn’t convinced 3D-printed guns pose an especially immediate danger. In his view, they are still primarily made by tinkerers and gun enthusiasts with a passion for the process and plenty of time on their hands. In most cases, he’s convinced, getting a real gun is still much easier than printing one.

3D printing, Blackford says, “is too much of a pain in the ass.”

And if legislation like New York’s or California’s ever reaches Kentucky, Blackford says he’s ready to get creative, either by using VPNs or figuring out some other workaround. He’s likely not alone.

“Some companies are going to be putting those locks in place, but I think open-source software is always going to prevail,” Blackford says.

Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.
#ereader #case #gunTech">Is this e-reader case a gun?Is an e-reader case as dangerous as a Glock 19?Last month, Louisville, Kentucky-based creator Luke The Maker showed off a bizarre, 3D-printed, pistol-shaped case design for the popular minimalist Xteink X4 e-reader. The X4 lies vertically atop the plastic gun’s slide, with a cutout on the side to access its buttons. Though the frame was digitally modeled after a real gun, this “case” can’t shoot bullets. Squeezing the trigger does nothing at all. He calls his contraption the “Gundle.”In a post showing off the wacky accessory, Luke (whose last name is Blackford) can be seen flipping through Cormac McCarthy’s Blood Meridian and J.D. Salinger’s The Catcher in the Rye before tossing the gun e-reader case in his car’s center console.“The perfect e-reader for public reading,” text reads over the clip.But even though this internet experiment is clearly intended as a joke or commentary, it’s possible future 3D printers won’t see it that way. Lawmakers in multiple states are pushing for laws mandating gun-blocking software on all new printers sold. This still-evolving technology would, in theory, scan every file before it’s physically printed and try to algorithmically determine whether it’s a firearm or firearm part. If the software decides that the thing being printed looks enough like a gun, it stops the printer from completing the job. That is, if it even works. Lawmakers in New York and California are leaving it up to a panel of industry experts to weigh whether the proposed vision is even technically feasible. Despite that cloud of uncertainty, legislation mandating this blocking tech has already become law in New York and passed California’s state assembly.“I didn’t want it to be so publicly available. I just didn’t want tons of them out there.” That may sound reasonable enough, but makers and industry experts previously told The Verge that the tech is underdeveloped and risks introducing false positives where non-guns that look gun-like get unnecessarily blocked. Blackford’s e-reader case falls directly in that detection gray area. Blackford says he didn’t explicitly make the Gundle to challenge the proposed laws, but he also didn’t shy away from expressing his opinion about them.“I’m not for that kind of thing because I’m big into open software,” Blackford says. “It’s just a wild frontier right now, so I definitely don’t trust [gun blueprint scanning tech] now.”“If people want to 3D print a gun, they’re going to do it,” he adds. “I don’t think it’s up to the people making the slicers to control that kind of thing.”Those pushing for these mandates, meanwhile, wouldn’t say whether their proposed tech would stop Blackford from making a harmless case. New York Gov. Kathy Hochul’s office didn’t respond to questions about Blackford’s device specifically, or the implications false positives could have for a maker’s ability to freely express themself.“Governor Hochul is laser-focused on improving public safety and reducing gun violence in New York,” deputy communications director at the Office of Governor Kathy Hochul and spokesperson Jess D’Amelia tells The Verge. “This law relies on the expertise of leading subject matter experts to evaluate and harness emerging technologies while addressing the real and growing threat of ghost guns and illegally manufactured weapons of war. The Governor is confident these measures will make all New York communities safer.”“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard.”Cliff Braun, associate director of technology policy and research at the Electronic Frontier Foundation, who has spoken critically of California’s proposal, says it’s unclear whether the proposed system would flag Blackford’s design. While the technology exists, Braun says it’s currently in a “limited form.” Critics say a more cautious detection system that relies on hashes to flag known firearms and parts from a database could be trivially easy to sidestep by simply making small changes to a file’s design. A more expansive approach using AI to analyze a file’s geometry and predict if it’s a gun, by contrast, may be more prone to mistakes. Things that look gun-ish but aren’t, in other words, might get swept up. Lawmakers in both states are leaving it to expert panels to iron out the details of implementation, but the final result, Braun says, will have to grapple with an unavoidable tradeoff between false positives and false negatives.“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard,” Braun says.Handguns like the one Blackford modeled his design on are particularly problematic. In 2022, the ATF updated its rules clarifying that the only parts of a firearm that legally require a serial number are those that provide the housing or structure for the weapon’s “primary fire control component.” In AR-15s and other long guns, that’s the receiver. Braun notes that the shapes of receivers are relatively unique and distinguishable, as are machine gun conversion devices. That’s not quite the same with a handgun. There, the part that requires a serial number is the frame. And unlike receivers, frames are visually far more ambiguous. Water hoses, toy guns, and power tools all share somewhat similar shapes.Dartmouth College associate professor of engineering Solomon Diamond tells The Verge that whether Blackford’s e-reader case gets blocked really depends on the type of technology that particular printer deploys. A more conservative hashing approach would fall flat because Blackford’s device wouldn’t match one of the exact hashes on a database of prohibited files. A different system using computer vision and AI to evaluate where an object likely resembles a gun, however, could flag it by mistake.“Basing blocking tech on visual resemblance is where the false positive concerns arise because a prop and a real functional firearm resemble one another,” Diamond told The Verge. “The technical challenge here is that depending on training data and algorithms used, setting decision thresholds that have acceptably low false positive rates might have unacceptably high false negative rates and vice versa.”“Visual resemblance might be fooled by [the] gun-shaped e-reader case,” he added.Diamond noted a third option, “geometric identification,” could potentially thread the needle. This approach, which is currently being deployed to guide quality control in manufacturing, can be fine-tuned for what Diamond refers to as “exact geometric match,” where a zero false-positive rate is at least theoretically possible. This approach is still relatively new when it comes to 3D print blocking tech.“Geometric Identification would not be fooled by your gun-shaped e-reader case,” he said.3D printer manufacturers and the experts setting the standards for how blocking software mandates will work are then left with a complex choice. Requiring systems that are both actually effective at detecting guns and technically feasible to introduce in the near future will necessarily mean some non-guns get caught in the crossfire. Pretty quickly, that starts limiting how makers, hobbyists, and artists can express themselves.“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary,” Braun said.Blackford says making the Gundle was relatively straightforward. He first went online and did a simple search for “free gun model,” which turned up the blueprints for the gun shell part of the case. He then uploaded that to Fusion 360, his preferred modeling program, and added the e-reader on top and built the case around it. The Xteink X4 is one of the cheaper e-readers on the market, and though it has limited functionality, its devoted community regularly works to improve it. With the digital design finalized, Blackford sent it off to his Bambu Lab H2D printer. The entire process, from initial idea to printed product, took less than 24 hours.Even though the device doesn’t shoot, Blackford says he still hasn’t taken it out in public. He’s since published the files on his website, where anyone with a 3D printer can download them and make their own. Blackford admits he did this with some hesitation. The case isn’t a gun, but it looks enough like one that someone brandishing it in the open, or revealing it during a confrontation with law enforcement, could find themselves in a seriously dangerous misunderstanding. He talked things over with his wife before publishing, and ultimately decided to avoid larger marketplaces like Thingiverse or Printables so it wouldn’t spread too widely. This way, he says, people can still find it if they are interested but won’t randomly stumble upon it.“I didn’t want it to be so publicly available,” Blackford says. “I just didn’t want tons of them out there.”“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary.”There’s also some question as to whether walking around with the case would violate already existing federal laws requiring toys or other “look-alike firearms” to have distinctive markings. These so-called “orange tip laws” are why fake guns and airsoft guns have blaze-orange plastic tips attached to their muzzles when they are manufactured and sold. But the e-reader case isn’t really a toy or a fake gun, but an art project.Regardless, Blackford says if he ever did take it out in public, he’d print a version in a different color to make clear it isn’t imitating a real weapon. That’s not an overreaction. Walking around in public with something that resembles a gun, even if it is functionally useless, can make interactions with police and other gun owners dangerous, or even deadly. In 2014, Cleveland police shot and killed a 12-year-old boy named Tamir Rice after he reached for a toy gun. A 2016 Washington Post report estimated that over the span of two years, police shot and killed 86 people who were holding realistic-looking toy weapons and pellet and airsoft guns.Supporters of blueprint scanning mandates say it’s necessary to close an enforcement gap that’s giving those with felony convictions and others access to guns when they shouldn’t have them. Various laws prohibiting the manufacture and sale of 3D-printed ghost guns (untraceable firearms without serial numbers) already exist across the country. But people print in the privacy of their own homes, making enforcing those laws nearly impossible. Hochul has called this dynamic the “plastic pipeline” and warns of criminals printing guns on their kitchen tables. Mandating scanning software would shift the responsibility onto printer manufacturers, stopping the illegal guns before they are ever made.Whether the threat posed by 3D-printed guns actually justifies such a transformative change to how printers work remains up for debate. The guns are certainly getting better in terms of performance. There are also more of them. In 2024, the NYPD said it recovered 109 mostly 3D-printed guns from crime scenes. That’s up from just one recorded three years prior. A separate 2024 report from the gun control advocacy group Everytown found similar results in 20 other cities.All of that is a drop in the bucket compared to conventional guns collected at crime scenes. In 2025 alone, then-Mayor Eric Adams claimed the NYPD seized more than 5,200 illegal guns. The total number of firearms in the country more broadly has been estimated to outnumber people.But Blackford says he wasn’t convinced 3D-printed guns pose an especially immediate danger. In his view, they are still primarily made by tinkerers and gun enthusiasts with a passion for the process and plenty of time on their hands. In most cases, he’s convinced, getting a real gun is still much easier than printing one.3D printing, Blackford says, “is too much of a pain in the ass.”And if legislation like New York’s or California’s ever reaches Kentucky, Blackford says he’s ready to get creative, either by using VPNs or figuring out some other workaround. He’s likely not alone.“Some companies are going to be putting those locks in place, but I think open-source software is always going to prevail,” Blackford says.Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.Mack DeGeurinCloseMack DeGeurinPosts from this author will be added to your daily email digest and your homepage feed.FollowFollowSee All by Mack DeGeurinTechCloseTechPosts from this topic will be added to your daily email digest and your homepage feed.FollowFollowSee All Tech#ereader #case #gunTech

Luke The Maker showed off a bizarre, 3D-printed, pistol-shaped case design for the popular minimalist Xteink X4 e-reader. The X4 lies vertically atop the plastic gun’s slide, with a cutout on the side to access its buttons. Though the frame was digitally modeled after a real gun, this “case” can’t shoot bullets. Squeezing the trigger does nothing at all. He calls his contraption the “Gundle.”

In a post showing off the wacky accessory, Luke (whose last name is Blackford) can be seen flipping through Cormac McCarthy’s Blood Meridian and J.D. Salinger’s The Catcher in the Rye before tossing the gun e-reader case in his car’s center console.

“The perfect e-reader for public reading,” text reads over the clip.

But even though this internet experiment is clearly intended as a joke or commentary, it’s possible future 3D printers won’t see it that way. Lawmakers in multiple states are pushing for laws mandating gun-blocking software on all new printers sold. This still-evolving technology would, in theory, scan every file before it’s physically printed and try to algorithmically determine whether it’s a firearm or firearm part. If the software decides that the thing being printed looks enough like a gun, it stops the printer from completing the job. That is, if it even works. Lawmakers in New York and California are leaving it up to a panel of industry experts to weigh whether the proposed vision is even technically feasible. Despite that cloud of uncertainty, legislation mandating this blocking tech has already become law in New York and passed California’s state assembly.

“I didn’t want it to be so publicly available. I just didn’t want tons of them out there.”

That may sound reasonable enough, but makers and industry experts previously told The Verge that the tech is underdeveloped and risks introducing false positives where non-guns that look gun-like get unnecessarily blocked. Blackford’s e-reader case falls directly in that detection gray area. Blackford says he didn’t explicitly make the Gundle to challenge the proposed laws, but he also didn’t shy away from expressing his opinion about them.

“I’m not for that kind of thing because I’m big into open software,” Blackford says. “It’s just a wild frontier right now, so I definitely don’t trust [gun blueprint scanning tech] now.”

“If people want to 3D print a gun, they’re going to do it,” he adds. “I don’t think it’s up to the people making the slicers to control that kind of thing.”

Those pushing for these mandates, meanwhile, wouldn’t say whether their proposed tech would stop Blackford from making a harmless case. New York Gov. Kathy Hochul’s office didn’t respond to questions about Blackford’s device specifically, or the implications false positives could have for a maker’s ability to freely express themself.

“Governor Hochul is laser-focused on improving public safety and reducing gun violence in New York,” deputy communications director at the Office of Governor Kathy Hochul and spokesperson Jess D’Amelia tells The Verge. “This law relies on the expertise of leading subject matter experts to evaluate and harness emerging technologies while addressing the real and growing threat of ghost guns and illegally manufactured weapons of war. The Governor is confident these measures will make all New York communities safer.”

“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard.”

Cliff Braun, associate director of technology policy and research at the Electronic Frontier Foundation, who has spoken critically of California’s proposal, says it’s unclear whether the proposed system would flag Blackford’s design. While the technology exists, Braun says it’s currently in a “limited form.” Critics say a more cautious detection system that relies on hashes to flag known firearms and parts from a database could be trivially easy to sidestep by simply making small changes to a file’s design. A more expansive approach using AI to analyze a file’s geometry and predict if it’s a gun, by contrast, may be more prone to mistakes. Things that look gun-ish but aren’t, in other words, might get swept up. Lawmakers in both states are leaving it to expert panels to iron out the details of implementation, but the final result, Braun says, will have to grapple with an unavoidable tradeoff between false positives and false negatives.

“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard,” Braun says.

Handguns like the one Blackford modeled his design on are particularly problematic. In 2022, the ATF updated its rules clarifying that the only parts of a firearm that legally require a serial number are those that provide the housing or structure for the weapon’s “primary fire control component.” In AR-15s and other long guns, that’s the receiver. Braun notes that the shapes of receivers are relatively unique and distinguishable, as are machine gun conversion devices. That’s not quite the same with a handgun. There, the part that requires a serial number is the frame. And unlike receivers, frames are visually far more ambiguous. Water hoses, toy guns, and power tools all share somewhat similar shapes.

Dartmouth College associate professor of engineering Solomon Diamond tells The Verge that whether Blackford’s e-reader case gets blocked really depends on the type of technology that particular printer deploys. A more conservative hashing approach would fall flat because Blackford’s device wouldn’t match one of the exact hashes on a database of prohibited files. A different system using computer vision and AI to evaluate where an object likely resembles a gun, however, could flag it by mistake.

“Basing blocking tech on visual resemblance is where the false positive concerns arise because a prop and a real functional firearm resemble one another,” Diamond told The Verge. “The technical challenge here is that depending on training data and algorithms used, setting decision thresholds that have acceptably low false positive rates might have unacceptably high false negative rates and vice versa.”

“Visual resemblance might be fooled by [the] gun-shaped e-reader case,” he added.

Diamond noted a third option, “geometric identification,” could potentially thread the needle. This approach, which is currently being deployed to guide quality control in manufacturing, can be fine-tuned for what Diamond refers to as “exact geometric match,” where a zero false-positive rate is at least theoretically possible. This approach is still relatively new when it comes to 3D print blocking tech.

“Geometric Identification would not be fooled by your gun-shaped e-reader case,” he said.

3D printer manufacturers and the experts setting the standards for how blocking software mandates will work are then left with a complex choice. Requiring systems that are both actually effective at detecting guns and technically feasible to introduce in the near future will necessarily mean some non-guns get caught in the crossfire. Pretty quickly, that starts limiting how makers, hobbyists, and artists can express themselves.

“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary,” Braun said.

Blackford says making the Gundle was relatively straightforward. He first went online and did a simple search for “free gun model,” which turned up the blueprints for the gun shell part of the case. He then uploaded that to Fusion 360, his preferred modeling program, and added the e-reader on top and built the case around it. The Xteink X4 is one of the cheaper e-readers on the market, and though it has limited functionality, its devoted community regularly works to improve it. With the digital design finalized, Blackford sent it off to his Bambu Lab H2D printer. The entire process, from initial idea to printed product, took less than 24 hours.

Even though the device doesn’t shoot, Blackford says he still hasn’t taken it out in public. He’s since published the files on his website, where anyone with a 3D printer can download them and make their own. Blackford admits he did this with some hesitation. The case isn’t a gun, but it looks enough like one that someone brandishing it in the open, or revealing it during a confrontation with law enforcement, could find themselves in a seriously dangerous misunderstanding. He talked things over with his wife before publishing, and ultimately decided to avoid larger marketplaces like Thingiverse or Printables so it wouldn’t spread too widely. This way, he says, people can still find it if they are interested but won’t randomly stumble upon it.

“I didn’t want it to be so publicly available,” Blackford says. “I just didn’t want tons of them out there.”

“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary.”

There’s also some question as to whether walking around with the case would violate already existing federal laws requiring toys or other “look-alike firearms” to have distinctive markings. These so-called “orange tip laws” are why fake guns and airsoft guns have blaze-orange plastic tips attached to their muzzles when they are manufactured and sold. But the e-reader case isn’t really a toy or a fake gun, but an art project.

Regardless, Blackford says if he ever did take it out in public, he’d print a version in a different color to make clear it isn’t imitating a real weapon. That’s not an overreaction. Walking around in public with something that resembles a gun, even if it is functionally useless, can make interactions with police and other gun owners dangerous, or even deadly. In 2014, Cleveland police shot and killed a 12-year-old boy named Tamir Rice after he reached for a toy gun. A 2016 Washington Post report estimated that over the span of two years, police shot and killed 86 people who were holding realistic-looking toy weapons and pellet and airsoft guns.

Supporters of blueprint scanning mandates say it’s necessary to close an enforcement gap that’s giving those with felony convictions and others access to guns when they shouldn’t have them. Various laws prohibiting the manufacture and sale of 3D-printed ghost guns (untraceable firearms without serial numbers) already exist across the country. But people print in the privacy of their own homes, making enforcing those laws nearly impossible. Hochul has called this dynamic the “plastic pipeline” and warns of criminals printing guns on their kitchen tables. Mandating scanning software would shift the responsibility onto printer manufacturers, stopping the illegal guns before they are ever made.

Whether the threat posed by 3D-printed guns actually justifies such a transformative change to how printers work remains up for debate. The guns are certainly getting better in terms of performance. There are also more of them. In 2024, the NYPD said it recovered 109 mostly 3D-printed guns from crime scenes. That’s up from just one recorded three years prior. A separate 2024 report from the gun control advocacy group Everytown found similar results in 20 other cities.

All of that is a drop in the bucket compared to conventional guns collected at crime scenes. In 2025 alone, then-Mayor Eric Adams claimed the NYPD seized more than 5,200 illegal guns. The total number of firearms in the country more broadly has been estimated to outnumber people.

But Blackford says he wasn’t convinced 3D-printed guns pose an especially immediate danger. In his view, they are still primarily made by tinkerers and gun enthusiasts with a passion for the process and plenty of time on their hands. In most cases, he’s convinced, getting a real gun is still much easier than printing one.

3D printing, Blackford says, “is too much of a pain in the ass.”

And if legislation like New York’s or California’s ever reaches Kentucky, Blackford says he’s ready to get creative, either by using VPNs or figuring out some other workaround. He’s likely not alone.

“Some companies are going to be putting those locks in place, but I think open-source software is always going to prevail,” Blackford says.

Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.

#ereader #case #gunTech">Is this e-reader case a gun?

Is an e-reader case as dangerous as a Glock 19?

Last month, Louisville, Kentucky-based creator Luke The Maker showed off a bizarre, 3D-printed, pistol-shaped case design for the popular minimalist Xteink X4 e-reader. The X4 lies vertically atop the plastic gun’s slide, with a cutout on the side to access its buttons. Though the frame was digitally modeled after a real gun, this “case” can’t shoot bullets. Squeezing the trigger does nothing at all. He calls his contraption the “Gundle.”

In a post showing off the wacky accessory, Luke (whose last name is Blackford) can be seen flipping through Cormac McCarthy’s Blood Meridian and J.D. Salinger’s The Catcher in the Rye before tossing the gun e-reader case in his car’s center console.

“The perfect e-reader for public reading,” text reads over the clip.

But even though this internet experiment is clearly intended as a joke or commentary, it’s possible future 3D printers won’t see it that way. Lawmakers in multiple states are pushing for laws mandating gun-blocking software on all new printers sold. This still-evolving technology would, in theory, scan every file before it’s physically printed and try to algorithmically determine whether it’s a firearm or firearm part. If the software decides that the thing being printed looks enough like a gun, it stops the printer from completing the job. That is, if it even works. Lawmakers in New York and California are leaving it up to a panel of industry experts to weigh whether the proposed vision is even technically feasible. Despite that cloud of uncertainty, legislation mandating this blocking tech has already become law in New York and passed California’s state assembly.

“I didn’t want it to be so publicly available. I just didn’t want tons of them out there.”

That may sound reasonable enough, but makers and industry experts previously told The Verge that the tech is underdeveloped and risks introducing false positives where non-guns that look gun-like get unnecessarily blocked. Blackford’s e-reader case falls directly in that detection gray area. Blackford says he didn’t explicitly make the Gundle to challenge the proposed laws, but he also didn’t shy away from expressing his opinion about them.

“I’m not for that kind of thing because I’m big into open software,” Blackford says. “It’s just a wild frontier right now, so I definitely don’t trust [gun blueprint scanning tech] now.”

“If people want to 3D print a gun, they’re going to do it,” he adds. “I don’t think it’s up to the people making the slicers to control that kind of thing.”

Those pushing for these mandates, meanwhile, wouldn’t say whether their proposed tech would stop Blackford from making a harmless case. New York Gov. Kathy Hochul’s office didn’t respond to questions about Blackford’s device specifically, or the implications false positives could have for a maker’s ability to freely express themself.

“Governor Hochul is laser-focused on improving public safety and reducing gun violence in New York,” deputy communications director at the Office of Governor Kathy Hochul and spokesperson Jess D’Amelia tells The Verge. “This law relies on the expertise of leading subject matter experts to evaluate and harness emerging technologies while addressing the real and growing threat of ghost guns and illegally manufactured weapons of war. The Governor is confident these measures will make all New York communities safer.”

“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard.”

Cliff Braun, associate director of technology policy and research at the Electronic Frontier Foundation, who has spoken critically of California’s proposal, says it’s unclear whether the proposed system would flag Blackford’s design. While the technology exists, Braun says it’s currently in a “limited form.” Critics say a more cautious detection system that relies on hashes to flag known firearms and parts from a database could be trivially easy to sidestep by simply making small changes to a file’s design. A more expansive approach using AI to analyze a file’s geometry and predict if it’s a gun, by contrast, may be more prone to mistakes. Things that look gun-ish but aren’t, in other words, might get swept up. Lawmakers in both states are leaving it to expert panels to iron out the details of implementation, but the final result, Braun says, will have to grapple with an unavoidable tradeoff between false positives and false negatives.

“The intent of the law is not to block prints like this, but I think this print is a really good example of why that’s hard,” Braun says.

Handguns like the one Blackford modeled his design on are particularly problematic. In 2022, the ATF updated its rules clarifying that the only parts of a firearm that legally require a serial number are those that provide the housing or structure for the weapon’s “primary fire control component.” In AR-15s and other long guns, that’s the receiver. Braun notes that the shapes of receivers are relatively unique and distinguishable, as are machine gun conversion devices. That’s not quite the same with a handgun. There, the part that requires a serial number is the frame. And unlike receivers, frames are visually far more ambiguous. Water hoses, toy guns, and power tools all share somewhat similar shapes.

Dartmouth College associate professor of engineering Solomon Diamond tells The Verge that whether Blackford’s e-reader case gets blocked really depends on the type of technology that particular printer deploys. A more conservative hashing approach would fall flat because Blackford’s device wouldn’t match one of the exact hashes on a database of prohibited files. A different system using computer vision and AI to evaluate where an object likely resembles a gun, however, could flag it by mistake.

“Basing blocking tech on visual resemblance is where the false positive concerns arise because a prop and a real functional firearm resemble one another,” Diamond told The Verge. “The technical challenge here is that depending on training data and algorithms used, setting decision thresholds that have acceptably low false positive rates might have unacceptably high false negative rates and vice versa.”

“Visual resemblance might be fooled by [the] gun-shaped e-reader case,” he added.

Diamond noted a third option, “geometric identification,” could potentially thread the needle. This approach, which is currently being deployed to guide quality control in manufacturing, can be fine-tuned for what Diamond refers to as “exact geometric match,” where a zero false-positive rate is at least theoretically possible. This approach is still relatively new when it comes to 3D print blocking tech.

“Geometric Identification would not be fooled by your gun-shaped e-reader case,” he said.

3D printer manufacturers and the experts setting the standards for how blocking software mandates will work are then left with a complex choice. Requiring systems that are both actually effective at detecting guns and technically feasible to introduce in the near future will necessarily mean some non-guns get caught in the crossfire. Pretty quickly, that starts limiting how makers, hobbyists, and artists can express themselves.

“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary,” Braun said.

Blackford says making the Gundle was relatively straightforward. He first went online and did a simple search for “free gun model,” which turned up the blueprints for the gun shell part of the case. He then uploaded that to Fusion 360, his preferred modeling program, and added the e-reader on top and built the case around it. The Xteink X4 is one of the cheaper e-readers on the market, and though it has limited functionality, its devoted community regularly works to improve it. With the digital design finalized, Blackford sent it off to his Bambu Lab H2D printer. The entire process, from initial idea to printed product, took less than 24 hours.

Even though the device doesn’t shoot, Blackford says he still hasn’t taken it out in public. He’s since published the files on his website, where anyone with a 3D printer can download them and make their own. Blackford admits he did this with some hesitation. The case isn’t a gun, but it looks enough like one that someone brandishing it in the open, or revealing it during a confrontation with law enforcement, could find themselves in a seriously dangerous misunderstanding. He talked things over with his wife before publishing, and ultimately decided to avoid larger marketplaces like Thingiverse or Printables so it wouldn’t spread too widely. This way, he says, people can still find it if they are interested but won’t randomly stumble upon it.

“I didn’t want it to be so publicly available,” Blackford says. “I just didn’t want tons of them out there.”

“If you’re going to try and block all of those wonderfully creative humans, you’re going to make it very hard to print props or make social commentary.”

There’s also some question as to whether walking around with the case would violate already existing federal laws requiring toys or other “look-alike firearms” to have distinctive markings. These so-called “orange tip laws” are why fake guns and airsoft guns have blaze-orange plastic tips attached to their muzzles when they are manufactured and sold. But the e-reader case isn’t really a toy or a fake gun, but an art project.

Regardless, Blackford says if he ever did take it out in public, he’d print a version in a different color to make clear it isn’t imitating a real weapon. That’s not an overreaction. Walking around in public with something that resembles a gun, even if it is functionally useless, can make interactions with police and other gun owners dangerous, or even deadly. In 2014, Cleveland police shot and killed a 12-year-old boy named Tamir Rice after he reached for a toy gun. A 2016 Washington Post report estimated that over the span of two years, police shot and killed 86 people who were holding realistic-looking toy weapons and pellet and airsoft guns.

Supporters of blueprint scanning mandates say it’s necessary to close an enforcement gap that’s giving those with felony convictions and others access to guns when they shouldn’t have them. Various laws prohibiting the manufacture and sale of 3D-printed ghost guns (untraceable firearms without serial numbers) already exist across the country. But people print in the privacy of their own homes, making enforcing those laws nearly impossible. Hochul has called this dynamic the “plastic pipeline” and warns of criminals printing guns on their kitchen tables. Mandating scanning software would shift the responsibility onto printer manufacturers, stopping the illegal guns before they are ever made.

Whether the threat posed by 3D-printed guns actually justifies such a transformative change to how printers work remains up for debate. The guns are certainly getting better in terms of performance. There are also more of them. In 2024, the NYPD said it recovered 109 mostly 3D-printed guns from crime scenes. That’s up from just one recorded three years prior. A separate 2024 report from the gun control advocacy group Everytown found similar results in 20 other cities.

All of that is a drop in the bucket compared to conventional guns collected at crime scenes. In 2025 alone, then-Mayor Eric Adams claimed the NYPD seized more than 5,200 illegal guns. The total number of firearms in the country more broadly has been estimated to outnumber people.

But Blackford says he wasn’t convinced 3D-printed guns pose an especially immediate danger. In his view, they are still primarily made by tinkerers and gun enthusiasts with a passion for the process and plenty of time on their hands. In most cases, he’s convinced, getting a real gun is still much easier than printing one.

3D printing, Blackford says, “is too much of a pain in the ass.”

And if legislation like New York’s or California’s ever reaches Kentucky, Blackford says he’s ready to get creative, either by using VPNs or figuring out some other workaround. He’s likely not alone.

“Some companies are going to be putting those locks in place, but I think open-source software is always going to prevail,” Blackford says.

Follow topics and authors from this story to see more like this in your personalized homepage feed and to receive email updates.
#ereader #case #gunTech
OpenAI launched its first piece of hardware last week — a fancy little keypad built to pair with ChatGPT. Micro, which was developed in collaboration with specialty keyboard designer Work Louder, is essentially an artisanal workplace novelty that many tech enthusiasts will love and that may leave everyone else a little puzzled.

OpenAI’s entrance into the hardware market hasn’t arrived without drama. Several weeks ago, Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.

Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else | TechCrunch
OpenAI launched its first piece of hardware last week — a fancy little keypad built to pair with ChatGPT. Micro, which was developed in collaboration with specialty keyboard designer Work Louder, is essentially an artisanal workplace novelty that many tech enthusiasts will love and that may leave everyone else a little puzzled.

OpenAI’s entrance into the hardware market hasn’t arrived without drama. Several weeks ago, Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.







Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys. 


Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the 0 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.







But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have 0 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.


When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI
Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys.

Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the $230 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.

But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have $230 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI">I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else | TechCrunch
OpenAI launched its first piece of hardware last week — a fancy little keypad built to pair with ChatGPT. Micro, which was developed in collaboration with specialty keyboard designer Work Louder, is essentially an artisanal workplace novelty that many tech enthusiasts will love and that may leave everyone else a little puzzled.

OpenAI’s entrance into the hardware market hasn’t arrived without drama. Several weeks ago, Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.







Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys. 


Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the 0 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.







But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have 0 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.


When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI

Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.

Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else | TechCrunch
OpenAI launched its first piece of hardware last week — a fancy little keypad built to pair with ChatGPT. Micro, which was developed in collaboration with specialty keyboard designer Work Louder, is essentially an artisanal workplace novelty that many tech enthusiasts will love and that may leave everyone else a little puzzled.

OpenAI’s entrance into the hardware market hasn’t arrived without drama. Several weeks ago, Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.







Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys. 


Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the 0 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.







But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have 0 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.


When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI
Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys.

Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the $230 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.

But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have $230 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI">I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else | TechCrunch

OpenAI launched its first piece of hardware last week — a fancy little keypad built to pair with ChatGPT. Micro, which was developed in collaboration with specialty keyboard designer Work Louder, is essentially an artisanal workplace novelty that many tech enthusiasts will love and that may leave everyone else a little puzzled.

OpenAI’s entrance into the hardware market hasn’t arrived without drama. Several weeks ago, Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.

Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

I tried out OpenAI’s new AI keypad — which will be fun for some coders and slightly mystifying to everyone else | TechCrunch
OpenAI launched its first piece of hardware last week — a fancy little keypad built to pair with ChatGPT. Micro, which was developed in collaboration with specialty keyboard designer Work Louder, is essentially an artisanal workplace novelty that many tech enthusiasts will love and that may leave everyone else a little puzzled.

OpenAI’s entrance into the hardware market hasn’t arrived without drama. Several weeks ago, Apple sued the AI lab and accused it of trade theft — kicking off what’s certain to be a long-simmering legal battle. Meanwhile, news of another smart home product in development at OpenAI has also raised eyebrows, as the supposed device — which is being built to pair with ChatGPT — was reportedly developed by former Apple engineers.







Until the legal battle works itself out and OpenAI’s broader hardware ambitions materialize, the most the startup has to offer is Micro — a funky little keypad clearly engineered to delight the tech industry’s code monkeys.

OpenAI sent TechCrunch a Micro test unit. The first big thing you notice when initially handling the keypad is that it’s a sturdy little device — enough so that if the AI accessory thing doesn’t end up working out, it could easily double as a paperweight. The other thing you might notice (and I am not the only one to point this out), is that the packaging — an immaculate white box with a sleek, clean aesthetic — is pretty Apple-coded. Make of that what you will.

The keypad’s layout involves six frosted “agent” keys at the top of the pad, which can be customized to carry out specific tasks within ChatGPT or its agentic coding tool Codex. Below them are six command keys, which can be used to control those programs. You can pair your Micro with your computer either through a Bluetooth connection or a USB cable.

Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys. 


Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the 0 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.







But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have 0 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.


When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI
Image Credits:Lucas Ropek/TechCrunch

Perhaps the most convenient thing Micro offers is a button for voice dictation — meaning you simply tell the app what you want done and it will get busy working on your behalf. Just hold down the dictation button and start talking. When you’re done, tap the “send” button next to it to submit your request.

You can customize your Micro keypad within ChatGPT itself, where a Micro tab allows you to adjust everything from the brightness of the light from the keys to the specific commands and projects you want tied to those keys.

Hard-core coders — the device’s actual target audience — haven’t exactly embraced it. Reviews by Redditors have largely negative, with one Reddit user calling it “a prank and not a real product,” and others saying serious coders won’t touch it. A review by the smaller independent outlet Aftermath was even harsher, calling the $230 price tag hard to justify next to cheaper DIY and off-the-shelf alternatives. (The title of that review: “OpenAI’s expensive macropad feels engineered to piss me off specifically.”)

It’s definitely the case that new users may need some time to figure out how Micro works and what to do with it.

Once I figured out how to program the keypad to my liking, I found it was actually pretty fun. You can assign various ChatGPT sessions to specific keys, which then allows you to easily toggle back and forth between all of your various projects. When you combine that with the dictation button, it makes the whole experience considerably more efficient and enjoyable.

But there’s still a learning curve. Micro’s buttons are color-coded. White means an agent is idle, blue means its thinking, green means a task is complete, and red means there’s been an error. You’ll need to memorize that, along with memorizing which specific projects are coded to each key.

The big question is whether the Micro keypad is functionally easier to use than just continuing to work on your laptop. In short: Why would I spend a week learning how to program and operate this thing when I already know how to use my computer’s mouse and keyboard?

Ultimately, your experience with the Micro will depend heavily on how much you use ChatGPT. Since I don’t use AI much day to day, I’m probably not the target audience for it.

That said, if you’re a ChatGPT power user, have $230 to spare, and like vintage-looking hardware with clicky buttons, Micro probably isn’t the worst purchase you could make — it might even brighten your day a little.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#OpenAIs #keypad #fun #coders #slightly #mystifying #TechCrunchAI,ChatGPT,codex,micro,OpenAI

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