Connect with us

Tech

Prime Video Launches HDR10+ Advanced on Samsung TVs and Tries to Fix Motion Smoothing

Published

on

Prime Video and Samsung have decided that the HDR format war was not quite confusing enough.

Beginning in August 2026, Prime Video will become the first streaming service to offer HDR10+ Advanced on supported movies and television programs worldwide. The new format will initially be available through the Prime Video app on select Samsung 2026 televisions.

The promise is brighter and more detailed HDR, improved shadow reproduction and motion processing that changes according to what is happening in each scene.

The reality is that Amazon and Samsung have not revealed which titles will support it, precisely when the rollout begins or whether owners of older Samsung televisions will eventually be invited to the party.

Advertisement

Progress apparently still requires a scavenger hunt.

What Is HDR10+ Advanced?

HDR10+ logo

Standard HDR10+ already uses dynamic metadata to adjust brightness, contrast and tone mapping on a scene by scene or frame by frame basis. That allows a compatible television to handle a dark interior differently from a sun drenched exterior instead of applying one set of HDR instructions across an entire movie.

hdr10-plus-advanced-logo

HDR10+ Advanced expands that tool kit with six primary features:

  • Enhanced overall brightness
  • Intelligent motion smoothing
  • Local tone mapping
  • Genre based optimization
  • Advanced color control
  • Adaptive cloud gaming

The format supports brightness metadata up to 10,000 nits and color depth of up to 16 bits at the specification level, although current streaming video remains limited by the practical capabilities of existing displays and codecs.

Prime Video’s initial rollout is focused primarily on enhanced brightness and intelligent motion smoothing.

Enhanced Overall Brightness uses additional metadata to help capable televisions make better use of their available light output. Samsung says AI driven tone mapping can preserve shadow detail in darker scenes while allowing sports, action movies and other bright material to use more of a premium television’s brightness capability.

That could be useful on newer OLED, MiniLED and Micro RGB televisions capable of reaching substantially higher brightness levels than earlier generations.

Advertisement
Advertisement. Scroll to continue reading.

It does not mean that every program will suddenly resemble a television showroom with the brightness control welded to its maximum setting. The goal is to use the available brightness more intelligently, not simply make everything brighter.

At least that is the theory.

Can Intelligent Motion Smoothing Avoid the Soap Opera Effect?

Motion smoothing remains one of the most divisive forms of television processing.

Advertisement

It can make sports, camera pans and fast moving action look cleaner, but excessive frame interpolation can also make an expensive movie resemble a daytime soap opera filmed in the back room of a furniture store.

HDR10+ Advanced attempts to address that problem with scene specific metadata. A compatible television can reduce smoothing during cinematic material while applying more processing to sports, action and other fast moving scenes where cleaner motion may be desirable.

That sounds far more sensible than forcing viewers to choose one motion setting for everything.

Whether it actually works will depend on how accurately the content is tagged, how Prime Video encodes it and how Samsung televisions interpret those instructions. Until we can test it, “intelligent” remains a job title rather than a performance guarantee.

Advertisement

Filmmaker Mode Is Not Invited

There is one significant catch.

Samsung confirms that HDR10+ Advanced will not operate when Filmmaker Mode is enabled.

filmmaker-mode-logo

Filmmaker Mode is designed to disable or reduce many forms of television processing so movies and television programs can be displayed closer to the creators’ original intentions. HDR10+ Advanced also claims to preserve creative intent, but requires Filmmaker Mode to be turned off.

That leaves viewers with an unusual choice: use the picture mode specifically designed for movies or activate the new HDR format designed to make movies look better.

Someone may want to workshop that.

Advertisement
Advertisement. Scroll to continue reading.

It is also notable that HDR10+ Adaptive, introduced several years ago, was promoted as being compatible with Filmmaker Mode. The Advanced version adds more sophisticated motion and genre based processing, which may explain the conflict, but Samsung has not provided a detailed technical explanation.

Which Samsung TVs Support HDR10+ Advanced?

Samsung says the Prime Video rollout will begin on its 2026 television lineup, although the company’s U.S. announcement refers more cautiously to select 2026 models.

Samsung has already introduced HDR10+ Advanced support across portions of its 2026 OLED, Neo QLED and Micro RGB ranges, but the Prime Video announcement does not include a definitive model by model compatibility list. Owners should check the specifications and firmware status of their individual television rather than assuming every 2026 Samsung display is supported.

Advertisement

There is also no confirmation that 2025 or older Samsung televisions will receive HDR10+ Advanced through a firmware update.

Support is expected to spread beyond Samsung. HDR10+ Technologies says Roku intends to deploy the format across its platform, while MediaTek has also announced chipset support. Neither company has provided a product list or rollout date.

Why This Matters for Samsung Owners

2026 Samsung MRN75R95HAFXZA Micro RGB 4K TV
2026 Samsung R95H Micro RGB 4K TV

Samsung continues to support HDR10 and HDR10+ rather than Dolby Vision across its television lineup, making the success of HDR10+ considerably more important to Samsung owners.

Prime Video has supported the original HDR10+ format since 2017 and was the first major streaming service to adopt it. Netflix, Disney+ and Hulu have subsequently expanded their own HDR10+ support, giving Samsung television owners access to a much broader selection of dynamic HDR programming than they had only a few years ago.

HDR10+ Advanced is also royalty free, which could make it attractive to television manufacturers, streaming platforms and hardware companies looking for an alternative to Dolby Vision and its licensing costs. Samsung says the broader HDR10+ ecosystem now includes 183 adopter companies and more than 22,000 certified products.

Advertisement

The Bottom Line

HDR10+ Advanced could deliver meaningful picture improvements on newer premium televisions, particularly in scenes that combine intense highlights with dark shadow detail. Scene specific motion instructions also offer a more intelligent alternative to leaving one motion setting enabled for every type of content.

But the launch arrives with several unresolved questions.

Prime Video has not named any supported movies or shows. Samsung has not published a complete compatibility list. Older television support remains unknown, and HDR10+ Advanced cannot be used with Filmmaker Mode.

Samsung and Amazon have created a potentially smarter HDR experience. Now they need to explain why movie enthusiasts must disable the picture mode created specifically for movie enthusiasts to see it.

Advertisement
Advertisement. Scroll to continue reading.

For more information: hdr10plus.org/advanced/

Source link

Advertisement
Continue Reading
Click to comment

You must be logged in to post a comment Login

Leave a Reply

Tech

Engadget Indie Pitch: ‘VILE: Exhumed’ Physical Edition

Published

on

What’s your game called and what’s it about?

My game is called VILE: Exhumed, and it is about exploring an old computer and going down the disturbing rabbit hole of entitlement.

How big is the development team?

The development team is 167cm tall (it’s just me!).

Advertisement

How long have you been working on it?

It’s hard to measure when you work on something part-time, but somewhere between six months and a year!

What’s the origin story of VILE: Exhumed? Share what inspired you.

I made VILE because I was frustrated. I was yearning for control and agency of my own body, and so taking photos covered in blood, as grotesque as it sounds, was powerful. I was wading through difficult feelings and trauma, but it was on my terms and that was awesome. It made me feel strong.

Advertisement

I guess I was “inspired” by the things that had happened to me as well, and the people who were involved in those things. I had to pull from some of the darkest periods of my life, and package it up in VILE.

Talk about the power of discomfort and disgust, and how VILE uses these emotions to authentically examine the insidious nature of misogyny.

I think pulling from my real-life experience made the game feel grounded in reality — which is why some people found it so effective and related to it so heavily. It is a feeling that unfortunately too many people, mostly women, know all too well.

What does the game’s physical edition represent to you, and what’s your favorite aspect of it?

Getting to make a physical edition of the game felt like getting a second chance at a release for VILE: Exhumed. Sort of like the feelings behind making the game in the first place, and behind releasing it how we did — I felt like I was getting control back.

Advertisement

I also loved getting to step back into Candy and Molly’s world again, and give them a little more identity with the packaging. Getting to create a callback to Molly that wasn’t about what happened to her was a lot more emotional than I expected. I think Molly’s story in the game is quietly a lot more grounded in reality, so letting her have her moment without it being about her trauma felt really special. It felt like I was doing something nice for Molly, and for myself.

VILE became the face of financial censorship on Steam last summer — what do you feel was lost in the popular conversation?

This is a really hard question to answer — I hesitate because I don’t want to sound unappreciative for all the support last year after it was banned from Steam. I couldn’t be more grateful for the time anyone spent talking about VILE last year, and standing up for what happened to it, and what happened to me.

Pre-ban, I was really excited to hear reactions to the visual design choices I had made. I played every single female character in VILE that was shown on screen myself, all the gore special effects that were shown in game were created practically by me, and photographed myself. I think that is really cool!

Advertisement

I also had a lot of firsts that I think I didn’t get to fully celebrate. It was my first published game and my first game on Steam (or, well…you know). I also was really proud of the writing in the game.

Why are video games your chosen form of expression?

I think I like being able to get so specific in communicating a feeling. I can control what the player was exposed to, and when, and use that to make the experience as close to what I imagined it to be as possible.

I love the immersion of found footage films, to me they are the scariest because they place the viewer directly into the madness. I think that VILE: Exhumed takes that one step further by making players participate.

Another reason is that stories told through video games have always impacted me very profoundly, even when I was a kid, so it’s such a pleasure to create that experience for someone else.

Advertisement

What’s the biggest roadblock you’ve faced as a smaller developer?

Like every developer ever, time and money is something there is never enough of, but as a developer of smaller games, I think the real challenge is other people’s time. There are so many games coming out all of the time that it is harder to grab players’ attention.

What can larger companies and publishers do to better support developers like yourself?

I think I would like to use this question as a reason to highlight something I really appreciate about DreadXP — the publisher of VILE: Exhumed — in that they aren’t afraid of games with difficult subject matter, and believe firmly that there are many kinds of horror that deserve to be shared.

Advertisement

I think more people in general should remove the boxes placed around the genre.

Let’s bring it back home. Sell your game in one sentence:

Play an interactive video nasty.

VILE: Exhumed is available to download and play for free, with the option to pay whatever you’d like, and that money is split equally between Final Girl Games and Red Door Family Shelter, a Canadian non-profit that provides emergency housing and support. The physical edition (which, again, looks super sick) costs $9.99 and includes an eight-page booklet, classic jewel case, hand-written labels, and an archival quality CD-ROM featuring the entire game — no DRM in sight, just like the old days. Half of all proceeds still benefit Red Door.

The VILE physical edition is a limited release and the first 100 will be individually numbered. You can sign up to be notified when it goes live for purchase on the game’s website.

Advertisement

Source link

Continue Reading

Tech

Hidden Backdoor Found in Chinese-Made Zbtlink Routers

Published

on

Routers made by the Chinese company Zbtlink are shipped with a built-in backdoor, according to a new report from cybersecurity firm VulnCheck.

VulnCheck examined 20 models made by Zbtlink and found an implant on each one’s firmware that automatically communicates with cloud servers in China. The backdoor could give the company access to other devices connected to the router’s network, says Jacob Baines, the chief technology officer at VulnCheck. 

“When you take your router and you plug it into your network, it tries to reach out to a server in China that can then fully control that router,” Baines said. 

The discovery is as close to a smoking gun as we’ve seen for an argument that many cybersecurity experts and lawmakers have been making for years: Routers from China can’t be trusted.

Advertisement

It’s a fear of implants like this that led the state of Texas to sue TP-Link, a router manufacturer founded in China but now headquartered in California, alleging in a February lawsuit that its routers are used by the Chinese government to launch cyberattacks in the US. 

It’s also why the Federal Communications Commission instituted a blanket ban on the sale of new foreign-made routers in March, although it’s since granted exemptions to several non-Chinese manufacturers. But nothing like Zbtlink’s backdoor has ever been found in TP-Link’s routers. 

“What makes this different – and I’ve never really seen it – is that this is just an implant. It just connects out. You don’t have to make the mistake of exposing it to the internet,” Baines said. 

Zbtlink routers are sold around the world ​under both the Zbtlink and Wiflyer brand names, including on platforms like Amazon. They’re primarily used in businesses rather than home networks, Baines said. He estimates that 100,000 are currently deployed around the world, but he wrote in his report that “the true affected population might be larger than the twenty models we examined.”

Advertisement

Baines tells me that it’s common for Chinese routers to be white-labeled, or rebranded to look like they’re from somewhere else.

“They look like they’re from South Korea or Germany, but really they were made in China by this one company,” he said. “And they could be using that firmware. We just don’t know.”

Zbtlink didn’t immediately respond to CNET’s request for comment.

Source link

Continue Reading

Tech

X’s Head Of Product Is Leaving The Company One Year After Joining

Published

on

Nikita Bier was the face of some of the platform’s biggest changes.

Nikita Bier, the startup founder who joined X as head of product last year, is leaving the company. In a post on X, Bier said he would continue as an advisor, but that it was “time to pass the torch and demote myself to my natural state: a poster.”

In a little over a year at the company, Bier became one of its most recognizable executives. He was the face of sometimes controversial changes, like “about this account,” which showed accounts’ country of origins and exposed a number of popular accounts that had masqueraded as US-based political influencers. More recently, Bier led the push to overhaul X’s monetization program for creators. This included crackdowns on engagement bait and creators who rip off content from others.

Bier didn’t say what he would work on next, other than continuing to advise X. In his post on the platform, Bier said that “running this app is a 24/7 job and it’s now time for me to take a breather.” Prior to joining the company he founded two anonymous messaging apps aimed at teens. He sold polling app tbh to Facebook in 2017 and Discord bought his anonymous compliment app, Gas, in 2023. Both apps were subsequently shut down.

It’s not clear who will step into the role next. Bier shouted out some of his teammates, including Benji Taylor who became head of design earlier this year. Taylor said he would “still be focused on leading design” but that he was “excited to help continue” Bier’s work.

Advertisement

Source link

Advertisement
Continue Reading

Tech

Full Teardown Of A 2026 Amazon Fire Stick HD

Published

on

Die of the Amazon Fire Stick HD (2026) PMIC IC. (Credit: electronupdate, YouTube)
Die of the Amazon Fire Stick HD (2026) PMIC IC. (Credit: electronupdate, YouTube)

After the release of Google’s Chromecast so-called ‘streaming sticks’ have remained a popular form factor, even though such technology is these days part of ‘smart’ TVs. Being curious as to what kind of hardware they put into these sticks or dongles these days, [electronupdate] decided to do his typical full teardown of a 2026 model Fire Stick HD from Amazon, including the typical nekkid die shots.

Although most of the bits inside are fairly typical, being just your typical Mediatek-sourced solution, the ceramic patch antennas for Bluetooth and Wi-Fi are a rather interesting detail, as are the purported limitations that make this the ‘HD’ version of the Fire Stick, unlike its 4K brethren.

The used Mediatek MT8698D SoC isn’t so different from the SoC in those 4K versions, with the 2025-era 4K Plus using the MT8696D, but the 4K Select using basically the same SoC as the HD version, featuring the same G310V2 GPU at 500 MHz per the Amazon Developer documentation and the same decoder block (VPU), both of which are capable of 4K video decoding. This implies that the HD vs 4K distinction is purely software-based.

The Amazon Fire Stick HD PCB devoid of its metal shielding. (Credit: electronupdate, YouTube)
The Amazon Fire Stick HD PCB devoid of its metal shielding. (Credit: electronupdate, YouTube)

After popping open the device and noting the various ICs, the NAND Flash, the Mediatek MT7902 wireless IC, the PMIC and the aforementioned SoC all have their caps popped in order to take a closer look at their dies. For reference, as one of the largest ICs, the SoC die is a mere 5.2 x 6.45 mm. The PMIC die is more interesting as usual, as this one integrates USB-PD functionality, adding quite a bit of logic to what is otherwise a fairly mundane bit of power management features.

Overall not a very surprising design, though it does tickle that thought in the back of one’s mind whether it could be turned into a ‘4K stick’ with a few software tweaks, or perhaps more simply by installing plain Android onto its 8 GB of eMMC.

Advertisement

Source link

Continue Reading

Tech

Travis Kalanick’s robotics startup Atoms taps former Uber finance chief as CFO

Published

on

Another former Uber executive is joining Travis Kalanick’s robotics and industrial AI startup Atoms, just a few weeks after it raised $1.7 billion.

Gautam Gupta, the former finance chief under Kalanick, said in social media posts on Wednesday that he has has joined Atoms as chief financial officer. Gupta spent more than four years at Uber until he left in July 2017, just a few weeks after Kalanick resigned as CEO. (Gupta had announced his intention to leave that May.)

Hiring Gupta continues a trend of Kalanick getting the Uber band back together at Atoms. Earlier this year, Atoms acquired mining autonomy startup Pronto, which is run by former Uber (and former Google) self-driving engineer Anthony Levandowski. According to LinkedIn, a number of former top Uber employees who worked with Kalanick also work at Atoms, which was previously called CloudKitchens.

“On many levels, this round is a bit of unfinished business. Fuel to complete the bits-to-atoms story arc we started at Uber, continued at CloudKitchens, and will now finish at Atoms,” Kalanick wrote when he announced the $1.7 billion funding round last month.

Advertisement

Uber even joined the round as an investor, reuniting the company with the founder it pushed out in 2017 after a series of scandals and complaints of widespread sexual harassment and discrimination. Uber hasn’t disclosed how much it contributed. The Information reported $100 million, a figure that TechCrunch has also been able to confirm.

Kalanick has said he wants Atoms to work on mining, food, and transportation, though his posts to date about the startup have been less about specifics and more about wanting to “go up against the final boss, Nature and its fierce resistance to change.”

Gupta invested in Uber in 2012 when he was a vice president at Goldman Sachs, and then joined the company in 2013.

“[T]he single biggest reason I joined was – Travis. I believed he possessed a magical mix of genius and intensity that made me want to bet on the person, not the market,” Gupta wrote Wednesday. “First one in, last one out, every day. Breaking down walls of regulations, unions, city bureaucracies, etc. Had he not pioneered ridesharing, I don’t think anyone else had the fortitude to fight through one adversity after another to create a whole new market worth hundreds of billions out of nothing.”

Advertisement

Gupta wrote Wednesday that A*, the VC firm he co-founded in 2020 after three years at Opendoor, invested in Atoms in what was the “largest investment in the history of our fund.” Gupta is stepping down from A* to take on the CFO role at Atoms, according to his LinkedIn profile.

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

Source link

Advertisement
Continue Reading

Tech

NASA built the Roman Space Telescope to study dark matter, but it can also help protect Earth from killer asteroids

Published

on

NASA is about to launch a telescope built to unlock some of the universe’s biggest mysteries, and it turns out that same design could help protect Earth along the way.

The Nancy Grace Roman Space Telescope is set to launch from Kennedy Space Center on August 30, 2026, with a primary mission focused on studying dark matter and dark energy – the invisible forces shaping galaxies and cosmic expansion. Researchers now say its unique design also makes it unexpectedly effective at spotting dangerous asteroids headed our way (via MIT Technology Review).

What makes the Roman Telescope capable of hunting killer asteroids?

Roman carries a super wide-angle, 300 megapixel infrared camera capable of viewing a section of sky roughly 100 times larger than what the Hubble Space Telescope can see in a single glance. That massive field of view, meant for surveying galaxies and distant stars, happens to work just as well for scanning large stretches of space for asteroids at once.

Scientists say Roman could detect asteroids as small as 60 feet across, a size comparable to the asteroid that exploded over Chelyabinsk, Russia in 2013, releasing energy equal to 500,000 tons of TNT. Some software adjustments are still needed, since Roman’s system currently filters out streaks in images that could actually be asteroids.

The Roman Telescope will be a part of Earth’s defense team

Roman telescope won’t lead asteroid hunting efforts alone. NASA’s dedicated Near-Earth Object Surveyor, launching in 2027, will lead detection efforts. Roman will support it alongside the James Webb Space Telescope and the Vera Rubin Observatory. When other telescopes flag risky asteroids with uncertain orbits, Roman’s massive field of view can quickly narrow down their paths. That helps scientists decide which asteroids truly need closer study.

The timing is also notable, since Roman faced funding cut threats last year, and researchers say showcasing its planetary defense value could help secure its future with lawmakers. With over half of the largest near-Earth asteroids still undiscovered,Roman’s unplanned second job might end up being just as important as its first.

Advertisement

Source link

Continue Reading

Tech

The National Design Studio Became a DOGE Landing Pad. Now ‘Big Balls’ Is Recruiting

Published

on

“I have no idea how they got my contact information,” says the engineer. Unlike other interviews for government jobs, the engineer says, there was no recruiter present—only Coristine was on the interview call. “Normally initial screenings are done over the phone, rather than video, to reduce bias in the process,” they say.

During the engineer’s NDS interview, they say, Coristine didn’t seem to know the skill set he was looking for. “I generally don’t know if this person is capable of evaluating a full-stack engineer,” they say, “because they themselves aren’t aware of the skill sets, tools, and things needed in this profession.” Coristine did not reply to a request for comment. (In January 2025, Coristine was one of several DOGE members who interviewed workers at the General Services Administration’s Technology Transformation Services, who were required to defend their jobs and justify their projects. At the time, employees who spoke to WIRED described meetings in which the DOGE members were not familiar with their work.)

Coristine told the engineer that the role was geared toward supporting what would become Rampart, a tool released in late June to prevent personally identifiable information (PII) from leaving a user’s browser, particularly if they’re using something like a chatbot. In an interview with the Technology Business Programming Network (TBPN) podcast, Coristine described the project as a “side quest ” and told the engineer that the NDS team of about 30 people did not include a machine-learning engineer.

The tool is similar to OpenAI’s browser-based “privacy filter,” which can detect things like a personal email, address, or account number, and mask them automatically. But exactly how this tool is meant to be used in the context of government services is unclear. In the interview with TBPN, Coristine did not offer any particular examples, though he noted the tool is significantly smaller than OpenAI’s, making it potentially more accessible in lower-bandwidth environments.

Advertisement

“It feels very counterintuitive because in most instances, when you are asking for PII, you want PII,” says the engineer, noting that in government work, a user might need to provide PII like their social security number or address in order to access government benefits. “You don’t want that information redacted.”

In many cases, developers can choose to encrypt certain fields that an API sends to the backend of a website, and websites that use HTTPS connections to communicate with their backends also encrypt their requests.

This is not the first time the Trump administration has tried to reinvent the wheel of government technology. Last year, as DOGE promised government efficiency through technology, its members fired technologists who were already working on exactly the kinds of projects it purported to want, even killing a flagship product in the Internal Revenue Service’s free tax filing tool. An OPM memo published last week instructed agencies to prioritize hiring technical talent.

“This does feel superfluous. My most optimistic speculation is that this is indicative of an organization that has no goals,” the engineer says, noting that the National Institute of Standards and Technology (NIST) regularly supports the creation of tools to solve complex technical problems around issues like privacy. “Why are these guys who are so closely associated with the White House wasting tax money on this little hacker project?”

Advertisement

Source link

Continue Reading

Tech

Nikita Bier steps down as X’s head of product

Published

on

Nikita Bier has stepped down as head of product at X, Elon Musk’s social media platform, after a little more than a year in the role.

Bier wrote Wednesday that he thinks it’s “time to pass the torch and demote myself to my natural state: a poster,” adding that he’ll continue to advise the company.

The serial entrepreneur and Lightspeed venture partner took over the product lead role in July 2025. He wrote Wednesday that, while in the role, he oversaw the launch of 30 new products while “protecting the integrity of the town square.”

Of course, Bier was also head of product during a number of scandals at X. Just a few days after he took the product lead role, the chatbot Grok — made by xAI, which was then a separate company owned by Musk — started calling itself “MechaHitler.” Grok has also been used by X users to generate nonconsensual nude imagery, including child sexual abuse material, which has gotten the platform in legal trouble.

Advertisement

“X is, and will remain, the most important communication technology in history. But running this app is a 24/7 job and it’s now time for me to take a breather,” Bier wrote Wednesday.

Source link

Continue Reading

Tech

Meta Introduces Muse Code, Its Take On A Coding Agent

Published

on

The terminal-based coding tool is powered by a new AI model, Muse Spark 1.2.

Meta has announced an early beta of Muse Code, a new coding agent meant to compete with Anthropic’s Claude Code and OpenAI’s Codex. The new terminal-based coding tool is powered by Muse Spark 1.2, a new version of Meta’s AI model which offers “improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows.”

Like its competition, Muse Code can handle software engineering tasks like writing code, planning changes and validating results, making it possible to build working software with text prompts. It can also manage multiple sub-agents and delegate tasks to complete work more efficiently. Meta’s announcement includes sample projects like an interactive model of a photon sphere and a Plants vs. Zombies knockoff, and a demo video of the tool building a webpage based on an MP4 file.

Advertisement

Affordability is a key way Meta appears to want to differentiate Muse Code from its competitors. The company says the tool uses the same pay-as-you-go pricing as Muse Spark by default — $1.25 per million input tokens and $4.25 per million output tokens — and in an interview with CNBC, Alexander Wang, Meta’s Chief AI Officer, said the company would also offer “a contributor tier that gets you in at a significantly lower cost.” That tier would require users to agree to provide feedback to improve the coding agent, according to The Wall Street Journal, and cost $0.10 per million input tokens and $0.20 per million output tokens.

Those prices are cheaper than Anthropic’s Sonnet 5 model, which typically costs $3 per million input tokens and $15 per million output tokens. Provided Muse Code works well, the difference could lead companies to choose Meta over its competitors. The same logic has already proven effective for Chinese AI companies: multiple companies switched to Chinese models like DeepSeek to avoid the growing cost of using US AI tools.

Advertisement

Source link

Continue Reading

Tech

Ukraine unveils tiny robot firing drone-catching nets as battlefield engineers chase cheaper answers against relentless FPV attacks

Published

on


  • Ukraine develops ground robot firing nets against incoming FPV drone attacks
  • VORON combines drone interception with logistics and battlefield evacuation capabilities effectively
  • Net launchers attempt physical drone captures instead of explosive aerial interceptions

Ukrainian firm SMART BIRDS has introduced an Unmanned Ground Vehicle (UGV) called VORON, built specifically to intercept first-person view drones from multiple directions simultaneously.

The system relies on Pavuk net launchers, a defensive mechanism designed to trap incoming drones before they reach their intended target.

Source link

Advertisement
Continue Reading

Trending

Copyright © 2025