- Researchers Discover SplitSpectre, a New Spectre-like CPU Attack
- Japan's Final Pager Provider To End Its Service In 2019
- Apple Hit With Class Action Suit Over Lack of Dust Filters In Macbook, iMac
- The Secret Service Wants To Test Facial Recognition Around the White House
- NYC Votes To Set Minimum Pay For Uber, Lyft Drivers
- China Announces Punishments For Intellectual-Property Theft
- Hulu, AT&T To Test 'Pause Ads' In 2019, Automatically Playing Commercials When You Hit Pause
- Quora Data Breach Exposes 100 Million Users' Personal Info
- Microsoft Launches Visual Studio 2019 Preview 1 For Windows and Mac; Open-Sources WPF, Forms and WinUI
- Qualcomm Announces the Snapdragon 855 and Its New Under-display Fingerprint Sensor
- Kubernetes' First Major Security Hole Discovered
- Microsoft is Working On a New Iteration of Windows To Take On ChromeOS, Report Says
- House GOP Campaign Committee Says Its Emails Were Hacked During 2018 Campaign
- The New Word Processor Wars: A Fresh Crop of Productivity Apps Are Trying To Reinvent Our Workday
- 'YouTube Music is a Bad Product in Desperate Need of Improvement Before Anyone Will Care To Use It'
- Google Personalizes Search Results Even When You're Logged Out, a DuckDuckGo Study Finds
- China Set To Launch First-Ever Spacecraft to the Far Side of the Moon, Will Attempt To Grow Plant There
- Fortnite Dev Launches Epic Games Store That Takes Just 12% of Revenue
- Microsoft is Building a Chromium-powered Web Browser That Will Replace Edge on Windows 10: Report
- Will AWS Be Spun Off Into a Separate Company?
- Marriott's Breach Response Is So Bad, Security Experts Are Filling In the Gaps
- Google's DeepMind Predicts 3D Shapes of Proteins
- Sci-Hub 'Pirate Bay of Science' Blocked In Russia Over Medical Studies
- Nvidia Uses AI To Render Virtual Worlds In Real Time
Researchers Discover SplitSpectre, a New Spectre-like CPU Attack
An anonymous reader writes from a report via ZDNet:
Japan's Final Pager Provider To End Its Service In 2019
Tokyo Telemessage, Japan's last pager provider, has announced that it
will end service to its 1,500 remaining users in September 2019. It will bring a national end to telecommunication beepers, 50 years after their introduction. The BBC reports:
The once-popular devices are able to receive and show wireless messages. Users would then find a phone to call the sender back. Developed in the 1950s and 1960s, they grew in popularity in the 1980s. By 1996, Tokyo Telemessage had 1.2 million subscribers. However, the rise of mobile phones rendered the pager obsolete, and few remain worldwide. Emergency services, however, continue to use the reliable technology -- including in the UK.
Apple Hit With Class Action Suit Over Lack of Dust Filters In Macbook, iMac
AmiMoJo shares a report from 9to5Mac:
Apple is facing a new class action lawsuit claiming that it sells select iMac and MacBook models without needed dust filters. In turn, this causes issues such as display imprecations, slowing performance, and more, the lawsuit alleges. The iMac and MacBook lawsuit is being brought forward by law firm Hagens Berman Sobol Shapiro, which is a class action litigation firm that has gone after Apple before. Most notably, the firm won the infamous $450 million ebooks pricing case against Apple. Since then, Hagens Berman has levied other suits at Apple, including one regarding the performance throttling of iPhones. Hagens Berman's latest lawsuit reads in part: "iMac and MacBook owners have reported dark smudges and spots on the interior of the screens of their desktop computers as well as excessive slowness and break downs of their computers related to the lack of filter on Apple computers. The computer intakes air to cool its components, but with no filter, dust gets trapped inside. This affects the screen and logic board of the computer, leading to dust stuck behind the screen and gummed up motherboards, causing the computer to run slow and/or overheat."
Hagens Berman says "Apple refuses to remedy the defect," instead forcing affected customers to pay "more than $500 to fix this screen defect, and even more if they wish to replace parts integral to the computer's sped and performance." "We believe Apple owes it to the purchasers of these premium, high-end computers to pay for the widespread defect, and we seek to represent iMac owners to recover their losses in costs to repair this defect, or for their loss of use of their computer."
The Secret Service Wants To Test Facial Recognition Around the White House
The Secret Service is
planning to test facial recognition surveillance around the White House, "with the goal of identifying 'subjects of interest' who might pose a threat to the president," reports The Verge. The document with the plans was
published by the American Civil Liberties Union, describing "a test that would compare closed circuit video footage of public White House spaces against a database of images -- in this case, featuring employees who volunteered to be tracked." From the report:
The test was scheduled to begin on November 19th and to end on August 30th, 2019. While it's running, film footage with a facial match will be saved, then confirmed by human evaluators and eventually deleted. The document acknowledges that running facial recognition technology on unaware visitors could be invasive, but it notes that the White House complex is already a "highly monitored area" and people can choose to avoid visiting. We don't know whether the test is actually in operation, however. "For operational security purposes we do not comment on the means and methods of how we conduct our protective operations," a spokesperson told The Verge.
The ACLU says that the current test seems appropriately narrow, but that it "crosses an important line by opening the door to the mass, suspicionless scrutiny of Americans on public sidewalks" -- like the road outside the White House. (The program's technology is supposed to analyze faces up to 20 yards from the camera.) "Face recognition is one of the most dangerous biometrics from a privacy standpoint because it can so easily be expanded and abused -- including by being deployed on a mass scale without people's knowledge or permission."
NYC Votes To Set Minimum Pay For Uber, Lyft Drivers
An anonymous reader quotes a report from Ars Technica:
On Tuesday, New York City's Taxi and Limousine Commission voted to set a minimum pay rate for Uber, Lyft, and other on-demand ride-hailing drivers. The new rate will be set at $17.22 after expenses, or $26.51 per hour gross. New York is believed to be the first city in the nation to implement such a pay floor. Four months ago, the Big Apple also imposed a cap on the number of such vehicles in the city. The Independent Drivers Guild, a local affiliate of the Machinists Union, advocated for the change. Meanwhile, Uber has already put out a statement saying that increased driver earnings "will lead to higher than necessary fare increases" and that the new rules do not adequately take into account "incentives or bonuses forcing companies to raise rates even higher." "Today we brought desperately needed relief to 80,000 working families. All workers deserve the protection of a fair, livable wage and we are proud to be setting the new bar for contractor workers' rights in America," Jim Conigliaro, Jr., founder of the Independent Drivers Guild, said in a
China Announces Punishments For Intellectual-Property Theft
China has announced an array of punishments that
could restrict companies' access to borrowing and state-funding support over intellectual-property theft. The news comes after the G20 Summit in Argentina, where the Trump Administration agreed to
hold off on tariff action for at least 90 days as they negotiate to resolve specific U.S. complaints. Bloomberg reports:
China set out a total of 38 different punishments to be applied to IP violations, starting this month. The document, dated Nov. 21, was released Tuesday by the National Development and Reform Commission and signed by various government bodies, including the central bank and supreme court. China says violators would be banned from issuing bonds or other financing tools, and participating in government procurement. They would also be restricted from accessing government financial support, foreign trade, registering companies, auctioning land or trading properties. In addition, violators will be recorded on a list, and financial institutions will refer to that when lending or granting access to foreign exchange. Names will be posted on a government website. "This is an unprecedented regulation on IP violation in terms of the scope of the ministries and severity of the punishment," said Xu Xinming, a researcher at the Center for Intellectual Property Studies at China University of Political Science and Law. The newly announced punishments are "a security net of IP protection" targeting repeat offenders and other individuals who aren't in compliance with the law, he said.
Hulu, AT&T To Test 'Pause Ads' In 2019, Automatically Playing Commercials When You Hit Pause
An anonymous reader quotes a report from MacRumors:
Streaming TV services offered by companies like Hulu and AT&T are testing the waters for a new type of advertising called "pause ads." The idea behind pause ads is that instead of facing forced commercial breaks at specified interludes, users would be more accepting of ads that play when they choose to pause a show for a bit while they do something else. Hulu says it plans to launch pause ads in 2019, but not much else was given in the way of details regarding which of its numerous streaming plans will include the new type of commercial. The plan likely to see pause ads is Hulu With Limited Commercials, which interjects a few ads throughout a show's runtime, similar to live TV, but again this hasn't been confirmed.
AT&T cited similar interest in pause ads, stating that it also plans to launch technology in 2019 that plays a video when a user pauses a TV show. For both companies, it's unclear exactly how long these ads will run for, and if you'll be able to immediately cancel them out by simply hitting the play button and resuming your TV show. According to Hulu vice president and head of advertising platforms Jeremy Helfand, pause ads will not be home to longform advertisements, but will instead focus on commercials where advertisers "have seconds" to deliver a message effectively. Over the next three years, Hulu expects "more than half" of its advertising revenue to come from these so-called non-disruptive experiences.
Quora Data Breach Exposes 100 Million Users' Personal Info
schwit1 shares a report from CBS News:
Information sharing website Quora has announced a data breach which has exposed "approximately 100 million users'" personal data. The company said in a statement released Monday that it discovered the "unauthorized access to one of our systems by a malicious third party," on Friday. Chief Executive Adam D'Angelo wrote in the blog post that Quora had alerted law enforcement authorities and was "working rapidly to investigate the situation further and take the appropriate steps to prevent such incidents in the future." D'Angelo said Quora was working to alert the affected users of the site, whose names, email addresses and encrypted passwords, and public content such as their questions, answers and comments, were exposed through the breach. Those users would be required to reset their passwords, D'Angelo said.
Microsoft Launches Visual Studio 2019 Preview 1 For Windows and Mac; Open-Sources WPF, Forms and WinUI
An anonymous reader writes:
At its Microsoft Connect(); 2018 virtual event today, Microsoft announced the initial public preview of Visual Studio 2019 -- you can download it now for Windows and Mac. Separately, .NET Core 2.2 has hit general availability and .NET Core 3.0 Preview 1 is also available today.
At the event today, Microsoft also made some open-source announcements, as is now common at the company's developer shindigs. Microsoft open-sourced three popular Windows UX frameworks on GitHub: Windows Presentation Foundation (WPF), Windows Forms, and Windows UI XAML Library (WinUI). Additionally, Microsoft announced the expansion of the .NET Foundation's membership model.
Qualcomm Announces the Snapdragon 855 and Its New Under-display Fingerprint Sensor
Qualcomm announced its
new flagship 855 mobile platform today. While the company didn't release all of the details yet, it stressed that the 855 is "the world's first commercial mobile platform supporting multi-gigabit 5G." From a report:
The 855 also features a new multi-core AI engine that promises up to 3x better AI performance compared to its previous mobile platform, as well as specialized computer vision silicon for enhanced computational photography (think something akin to Google's Night Light) and video capture. The company also briefly noted that the new platform has been optimized for gaming. The product name for this is "Snapdragon Elite Gaming," but details remain sparse. Qualcomm also continues to bet on AR (or "extended reality" as the company brands it).
Kubernetes' First Major Security Hole Discovered
Kubernetes has become the most popular cloud container orchestration system by far, so it was only a matter of time
until its first major security hole was discovered. And the bug,
CVE-2018-1002105, aka the Kubernetes privilege escalation flaw, is a doozy. It's a CVSS
9.8 critical security hole. From a report:
With a specially crafted network request, any user can establish a connection through the Kubernetes application programming interface (API) server to a backend server. Once established, an attacker can send arbitrary requests over the network connection directly to that backend. Adding insult to injury, these requests are authenticated with the Kubernetes API server's Transport Layer Security (TLS) credentials. Can you say root? I knew you could. Worse still, "In default configurations, all users (authenticated and unauthenticated) are allowed to perform discovery API calls that allow this escalation." So, yes, anyone who knows about this hole can take command of your Kubernetes cluster.
Microsoft is Working On a New Iteration of Windows To Take On ChromeOS, Report Says
Petri's Brad Sams writes:
For more than a year, we have been hearing about Windows Core OS and how it is a modern version of Windows. As Microsoft continues to build out the platform, it's time to take a look at what the secret project actually includes and how the company is positioning the platform. In Microsoft's feverish attempts to shove out insider builds at an impressive rate, the company doesn't always do a great job at scrubbing the finer details from the builds. Because of this, and some help from a couple insiders, I have been able to piece together what Lite is and where it's headed.
Microsoft is working on a new version of Windows that may not actually be Windows. It's currently called Lite, based on documentation found in the latest build, and I can confirm that this version of the OS is targeting Chromebooks. In fact, there are markings all over the latest release of the insider builds and SDK that help us understand where this OS is headed. If you have heard this before, it should sound a lot like Windows 10 S and RT; Windows 10 Lite only runs PWAs and UWP apps and strips out everything else. This is finally a truly a lightweight version of Windows that isn't only in the name. This is not a version of the OS that will run in the enterprise or even small business environments and I don't think you will be able to 'buy' the OS either; OEM only may be the way forward.
House GOP Campaign Committee Says Its Emails Were Hacked During 2018 Campaign
The National Republican Congressional Committee was
hacked this election cycle, it admitted Tuesday afternoon. From a report:
"The NRCC can confirm that it was the victim of a cyber intrusion by an unknown entity. The cybersecurity of the Committee's data is paramount, and upon learning of the intrusion, the NRCC immediately launched an internal investigation and notified the FBI, which is now investigating the matter," NRCC spokesman Ian Prior said in a statement.
"To protect the integrity of that investigation, the NRCC will offer no further comment on the incident." The major breach included thousands of emails from four senior aides, according to Politico, which first reported the hacks. An outside vendor noticed and alerted the committee in April. The committee then launched an internal investigation and alerted the FBI.
The New Word Processor Wars: A Fresh Crop of Productivity Apps Are Trying To Reinvent Our Workday
Nearly 30 years after Microsoft Office came on the scene, it's in the DNA of just about every productivity app. Even if you use Google's G Suite or Apple's iWork, you're still following the Microsoft model. But that way of thinking about work has gotten a little dusty, and
new apps offering a different approach to getting things done are popping up by the day. GeekWire:
There's a new war on over the way we work, and the old "office suite" is being reinvented around rapid-fire discussion threads, quick sharing and light, simple interfaces where all the work happens inside a single window. In recent years, the buzzwords in tech have been "AI" and "mobile." Today, you can add "collaboration" to that list -- these days, everybody wants to build Slack-like communication into their apps.
For notes and docs, there's Quip, Notejoy, Slite, Zenkit, Notion and Agenda. For spreadsheets, there's Bellevue, Wash.-based Smartsheet, as well as Airtable, Coda and, although it's a very different take on the spreadsheet, Trello. The list goes on seemingly ad infinitum, largely thanks to the relative ease with which developers can launch software in the cloud. "Work has totally changed," said Aaron Levie, the co-founder and CEO of Box, the online storage company that is building its strategy around unifying data and messaging from a dizzying mix of cloud apps. "Employees were lucky to have two, three, five modern applications in the 90s. Now they have almost unlimited ways of being productive."
'YouTube Music is a Bad Product in Desperate Need of Improvement Before Anyone Will Care To Use It'
writing for AndroidCentral:
YouTube Music as a service has been around for about three years now, though it really only existed in earnest once the revamped version of the YouTube Music app and dedicated website, as we know it today, launched in May. Whether you look at it as three years or just six months old, one thing is clear: YouTube Music isn't finished yet, is filled with issues and is incredibly frustrating to use on a daily basis considering it costs the industry-standard $10 per month.
YouTube Music is so unfinished and lacking features that I question whether Google has any intentions of following through with its vision of replacing Google Play Music entirely. Put simply, I can't believe Google thinks anyone will pay $10 per month for it when all signs point to Google itself not caring about YouTube Music's success. YouTube Music effectively doesn't work with Google Home. [...] YouTube Music also still doesn't work with Android Auto, which is just as inexcusable as not working with Google Home.
Google Personalizes Search Results Even When You're Logged Out, a DuckDuckGo Study Finds
According to a new study conducted by Google competitor DuckDuckGo, it does not seem possible to avoid personalization when using Google search,
even by logging out of your Google account and using the private browsing "incognito" mode. From a report:
DuckDuckGo conducted the study in June of this year, at the height of the US midterm election season. It did so with the ostensible goal of confirming whether Google's search results exacerbate ideological bubbles by feeding you only information you've signaled you want to consume via past behavior and the data collected about you. It's not clear whether that question can be reliably answered with these findings, and it's also obvious DuckDuckGo is a biased source with something to gain by pointing out how flawed Google's approach may be. But the study's findings are nonetheless interesting because they highlight just how much variance there are in Google search results, even when controlling for factors like location.
China Set To Launch First-Ever Spacecraft to the Far Side of the Moon, Will Attempt To Grow Plant There
Later this week, China plans to launch its Chang'e-4 spacecraft to the far side of the lunar surface. The aim is to land a rover on the dark side of the moon for the first time. Blocked from direct communication with the Earth, the lander and rover will depend on China's Queqiao communication satellite launched in May. If the landing is successful, the mission's main job will be to investigate this side of the lunar surface, which is peppered with many small craters. The lander will also conduct the first radio astronomy experiments from the far side of the Moon -- and the first investigations to see whether plants will grow in the low-gravity lunar environment.
The ultimate goal of the China National Space Administration (CNSA) is to create a Moon base for future human exploration there, although it has not announced when that might happen. Chang'e-4 will be the country's second craft to 'soft' land on the lunar surface, following Chang'e-3's touchdown in 2013.
Fortnite Dev Launches Epic Games Store That Takes Just 12% of Revenue
The 30/70 revenue-sharing split that turned into something of an industry standard is on the ropes. From a report:
Epic Games, the developer responsible for the Fortnite phenomenon, is launching its own game store. And like with its asset store for developers, Epic is planning to take a 12-percent cut of revenues. This will leave 88 percent for the people who actually make the games. "As a developer ourselves, we have always wanted a platform with great economics that connects us directly with our players," Sweeney explained in a statement. "Thanks to the success of Fortnite, we now have this and are ready to share it with other developers."
Microsoft is Building a Chromium-powered Web Browser That Will Replace Edge on Windows 10: Report
Microsoft is throwing in the towel with Edge and is building
a new web browser for Windows 10, this time powered by Chromium, news blog
Windows Central reported Monday. From the report:
Microsoft's Edge web browser has seen little success since its debut on Windows 10 back in 2015. Built from the ground up with a new rendering engine known as EdgeHTML, Microsoft Edge was designed to be fast, lightweight, and secure, but launched with a plethora of issues which resulted in users rejecting it early on. Edge has since struggled to gain any traction, thanks to its continued instability and lack of mindshare, from users and web developers.
Because of this, I'm told that Microsoft is throwing in the towel with EdgeHTML and is instead building a new web browser powered by Chromium, a rendering engine first popularized by Google's Chrome browser. Codenamed Anaheim, this new web browser for Windows 10 will replace Edge as the default browser on the platform. It's unknown at this time if Anaheim will use the Edge brand or a new brand, or if the user interface between Edge and Anaheim is different. One thing is for sure, however; EdgeHTML in Windows 10's default browser is dead.
Will AWS Be Spun Off Into a Separate Company?
Ammalgam writes from a report via Business Insider:
A credible business school professor who correctly predicted that Amazon would buy Whole Foods now says an AWS spinoff is inevitable. Marketing guru Scott Galloway said Monday at Business Insider's IGNITION conference. The move will also help the company placate regulators who are starting to scrutinize its anticompetitive practices, said Scott Galloway, a professor at New York University's Stern School of Business. After the e-commerce giant spins it off, Amazon Web Services (AWS) "will be one of 10 most valuable companies in the world," he said. "The question then becomes, what happens to the old retail-side of Amazon," Galloway added.
Amazon will decide to split off AWS, because it makes a lot of sense and market forces will dictate it, Galloway said. Cloud computing is one of the most important trends taking place in the technology industry, but there's no simple way for investors to profit off it. The three biggest cloud services -- AWS, Microsoft Azure, and Google Cloud -- are all part of much bigger companies whose results only partially reflect their cloud businesses. As the biggest of the bunch, AWS would be a natural to become its own standalone business, he said. And it could be a huge windfall for Amazon shareholders. Depending on how it would be valued and the multiple to earnings that the market would assign to it, AWS by itself could be see a valuation of anywhere from $70 billion to $600 billion, he said. What do you think? Is this possible?
Marriott's Breach Response Is So Bad, Security Experts Are Filling In the Gaps
An anonymous reader quotes a report from TechCrunch:
Last Friday, Marriott sent out millions of emails warning of a massive data breach -- some 500 million guest reservations had been stolen from its Starwood database. One problem: the email sender's domain didn't look like it came from Marriott at all. Marriott sent its notification email from "email-marriott.com," which is registered to a third party firm, CSC, on behalf of the hotel chain giant. But there was little else to suggest the email was at all legitimate -- the domain doesn't load or have an identifying HTTPS certificate. In fact, there's no easy way to check that the domain is real, except a buried note on Marriott's data breach notification site that confirms the domain as legitimate. But what makes matters worse is that the email is easily spoofable.
Many others have sounded the alarm on Marriott's lackluster data breach response. Security expert Troy Hunt, who founded data breach notification site Have I Been Pwned, posted a long tweet thread on the hotel chain giant's use of the problematic domain. As it happens, the domain dates back at least to the start of this year when Marriott used the domain to ask its users to update their passwords. Williams isn't the only one who's resorted to defending Marriott customers from cybercriminals. Nick Carr, who works at security giant FireEye, registered the similarly named "email-mariott.com" on the day of the Marriott breach. "Please watch where you click," he wrote on the site. "Hopefully this is one less site used to confuse victims." Had Marriott just sent the email from its own domain, it wouldn't be an issue.
Google's DeepMind Predicts 3D Shapes of Proteins
Google's DeepMind is
using an AI program, called AlphaFold, to predict the 3D shapes of proteins, the fundamental molecules of life. "DeepMind set its sights on protein folding after its AlphaGo program famously
beat Lee Sedol, a champion Go player, in 2016," reports The Guardian. The company says "It's never been about cracking Go or Atari, it's about developing algorithms for problems exactly like protein folding." From the report:
DeepMind entered AlphaFold into the Critical Assessment of Structure Prediction (CASP) competition, a biannual protein-folding olympics that attracts research groups from around the world. The aim of the competition is to predict the structures of proteins from lists of their amino acids which are sent to teams every few days over several months. The structures of these proteins have recently been cracked by laborious and costly traditional methods, but not made public. The team that submits the most accurate predictions wins. On its first foray into the competition, AlphaFold topped a table of 98 entrants, predicting the most accurate structure for 25 out of 43 proteins, compared with three out of 43 for the second placed team in the same category.
To build AlphaFold, DeepMind trained a neural network on thousands of known proteins until it could predict 3D structures from amino acids alone. Given a new protein to work on, AlphaFold uses the neural network to predict the distances between pairs of amino acids, and the angles between the chemical bonds that connect them. In a second step, AlphaFold tweaks the draft structure to find the most energy-efficient arrangement. The program took a fortnight to predict its first protein structures, but now rattles them out in a couple of hours.
Sci-Hub 'Pirate Bay of Science' Blocked In Russia Over Medical Studies
UK academic publisher Springer Nature has filed a complaint against Sci-Hub, a site that provides open access to scientific research papers. "The Moscow City Court was told that Sci-Hub is infringing the company's copyrights and
should, therefore, be subjected to blocking," reports TorrentFreak. "Listing 'bulletproof' hosting company Quasi Networks and U.S.-based CloudFlare as facilitating access to the site, Springer Nature complained that three specific works were being made available illegally by Sci-Hub." From the report:
As the above table obtained from the Court shows, the research papers cover topics of interest to the medical community in the spheres of heart and brain health -- Effect of glucose-lowering therapies on heart failure, Nitric oxide signaling in cardiovascular health and disease, and Lactate in the brain: from metabolic end-product to signaling molecule. These would ordinarily sit behind paywalls but thanks to Sci-Hub, their contents are available for everyone to absorb for free. It's a situation that's unacceptable to Springer Nature and the Moscow City Court was sympathetic to the company's complaints. As a result, several Sci-Hub and Library Genesis domains (gen.lib.rus.ec, www.libgen.io, scihub.unblocked.gdn, lgmag.org, libgen.unblocked.gdn, sci-hub.tw and libgen.io) are now being rendered inaccessible by Russian Internet Service Providers.
Nvidia Uses AI To Render Virtual Worlds In Real Time
Nvidia is using artificial intelligence to draw new worlds without using traditional modeling techniques or graphics rendering engines. "This new technology
uses an AI deep neural network to analyze existing videos and then apply the visual elements to new 3D environments," reports Tom's Hardware. From the report:
Nvidia claims this new technology could provide a revolutionary step forward in creating 3D worlds because the AI models are trained from video to automatically render buildings, trees, vehicles, and objects into new 3D worlds, instead of requiring the normal painstaking process of modeling the scene elements. But the project is still a work in progress. As we can see from [this image], which was generated in real time on a Nvidia Titan V graphics card using its Tensor cores, the rendered scene isn't as crisp as we would expect in real life, and it isn't as clear as we would expect with a normal modeled scene in a 3D environment. However, the result is much more impressive when we see the real-time output in [this YouTube video]. The key here is speed: The AI generates these scenes in real time.