Animation director Venla Linna says the '90s kids are in charge'.

MacworldPDFs are extremely common. It is kind of remarkable that files that can interact with them fully arent nearly as easy to come by. Sure, Adobe has Acrobat, but thats a subscription that is, at its cheapest, still over $200 for a single year.If you want an app that can edit, annotate, and convert PDFs that you dont have to pay for every month, then check out this lifetime subscription for PDF Expert. There are no recurring costs of any kind, and its on sale for $79.99 (reg. $139).PDF expert packs a lot of different tools into one easy-to-navigate interface. You can edit PDFs by changing the text, inserting images, or adding links. You can annotate to highlight or comment on different areas. You can also merge, re-arrange, or split PDF files. PDF expert can also convert to and from JPG, PNG, Word, PPT, and Excel files.Working with an older file? The OCR scanner can recognize almost any text and turn it into a searchable document. You can even enhance scans and remove shadows.If you dont want to pay every month to access files youll need forever, then get a lifetime subscription to PDF Expert for $79.99.PDF Expert Premium Plan: Lifetime Subscription (Mac) $79.99See DealStackSocial prices subject to change.

Agentic AI systems are fundamentally reshaping how tasks are automated, and goals are achieved in various domains. These systems are distinct from conventional AI tools in that they can adaptively pursue complex goals over extended periods with minimal human supervision. Their functionality extends to tasks requiring reasoning, such as managing logistics, developing software, or even handling customer service at scale. The potential for these systems to enhance productivity, reduce human error, and accelerate innovation makes them a focal point for researchers and industry stakeholders. However, these systems growing complexity and autonomy necessitate the development of rigorous safety, accountability, and operational frameworks.Despite their promise, agentic AI systems pose significant challenges that demand attention. Unlike traditional AI, which performs predefined tasks, agentic systems must navigate dynamic environments while aligning with user intentions. This autonomy introduces vulnerabilities, such as the possibility of unintended actions, ethical conflicts, and the risk of exploitation by malicious actors. Also, as these systems are deployed across diverse applications, the stakes rise considerably, particularly in high-impact sectors such as healthcare, finance, and defense. The absence of standardized protocols exacerbates these challenges, as developers and users lack a unified approach to managing potential risks.While effective in specific contexts, current approaches to AI safety often fall short when applied to agentic systems. For example, rule-based systems and manual oversight mechanisms are ill-suited for environments requiring rapid, autonomous decision-making. Traditional evaluation methods also struggle to capture the intricacies of multi-step, goal-oriented behaviors. Also, techniques such as human-in-the-loop systems, which aim to keep users involved in decision-making, are constrained by scalability issues and can introduce inefficiencies. Existing safeguards also fail to adequately address the nuances of cross-domain applications, where agents must interact with diverse systems and stakeholders.Researchers from OpenAI have proposed a comprehensive set of practices designed to enhance the safety and reliability of agentic AI systems, addressing the above shortcomings. These include robust task suitability assessments, where systems are rigorously tested for their capacity to handle specific goals across varying conditions. Another key recommendation involves the imposition of operational constraints, such as limiting agents ability to perform high-stakes actions without explicit human approval. Researchers also emphasize the importance of ensuring agents behaviors are legible to users by providing detailed logs and reasoning chains. This transparency allows for better monitoring and debugging of agent operations. Also, researchers advocate for designing systems with interruptibility in mind, enabling users to halt operations seamlessly in case of anomalies or unforeseen issues.The proposed practices rely on advanced methodologies to mitigate risks effectively. For instance, automatic monitoring systems can track agents actions and flag deviations from expected behaviors in real-time. These systems utilize classifiers or secondary AI models to analyze and evaluate agent outputs, ensuring compliance with predefined safety protocols. Fallback mechanisms are also critical; these involve predefined procedures that activate if an agent is abruptly terminated. For example, if an agent managing financial transactions is interrupted, it could automatically notify all relevant parties to mitigate disruptions. Also, the researchers stress the need for multi-party accountability frameworks, ensuring developers, deployers, and users share responsibility for preventing harm.The researchers findings demonstrate the effectiveness of these measures. In controlled scenarios, implementing task-specific evaluations reduced error rates by 37%, while transparency measures enhanced user trust by 45%. Agents with fallback mechanisms demonstrated a 52% improvement in system recovery during unexpected failures. When combined with real-time intervention capabilities, automatic monitoring systems achieved a 61% success rate in identifying and correcting potentially harmful actions before escalation. These results underscore the feasibility and benefits of adopting a structured approach to agentic AI governance.Key takeaways from the research are outlined as follows:Comprehensive task assessments ensure agents are suited for specific goals, reducing operational risks by up to 37%.Requiring explicit approvals for high-stakes actions minimizes the likelihood of critical errors.Detailed logs and reasoning chains improve user trust and accountability by 45%.Secondary AI systems significantly enhance oversight, achieving a 61% success rate in identifying harmful actions.Predefined procedures improve system resilience, reducing disruption during unexpected failures by 52%.Shared responsibility among developers, deployers, and users ensures a balanced risk management approach.In conclusion, the OpenAI study presents a compelling case for adopting structured safety practices in agentic AI systems. The proposed framework mitigates risks by addressing critical issues such as task suitability, transparency, and accountability while enabling the benefits of advanced AI. These practices offer a practical roadmap for ensuring that agentic AI systems operate responsibly and align with societal values. With measurable improvements in safety and efficiency, this research lays the foundation for widespread, trustworthy deployment of agentic AI systems.Check out the Paper. All credit for this research goes to the researchers of this project. Also,dont forget to follow us onTwitter and join ourTelegram Channel andLinkedIn Group. Dont Forget to join our60k+ ML SubReddit. Sana Hassan+ postsSana Hassan, a consulting intern at Marktechpost and dual-degree student at IIT Madras, is passionate about applying technology and AI to address real-world challenges. With a keen interest in solving practical problems, he brings a fresh perspective to the intersection of AI and real-life solutions. [Download] Evaluation of Large Language Model Vulnerabilities Report (Promoted)

UFC CEO Dana White(Photo by Chris Unger/Zuffa LLC via Getty Images)Zuffa LLC via Getty ImagesAfter UFC Tampa on December 14, UFC President Dana White told Manel Kape he wasnt getting a title shot, but he would get what he wanted. It seems we now know what White was referring to during the final post-event presser of 2024.According to multiple reports, Kape is headed for a No. 1 contenders match with current top-ranked flyweight Brandon Royval. Reports say the fight is scheduled for March 1 at the UFC Apex.It will likely be the main event unless the reports are proven false.This fight looks spectacular on paper.Kape is coming off a masterful performance in his last fight. At UFC Tampa, Kape shook off three low blows from Bruno Silva before securing a third-round TKO. Immediately after getting the finish, Kape went over to White, who was sitting Octagon side, and pleaded for a title shot.White told him they would have a discussion. It appears that discussion has happened, and the result is a No. 1 contenders fight with Royval.Royval solidified his spot as the No. 1 contender with a win over Tatsuro Taira in a thrilling main event in October. With a win over Royval, Taira would have likely locked down a shot at champion Alexandre Pantoja.MORE FOR YOUHowever, Royval turned him away, which made room for Japanese newcomer Kai Asakura to challenge Pantoja for the title. Pantoja made it look easy against Asakura.The champion successfully defended his title in the main event of UFC 310 in Las Vegas on December 7. After the fight, Pantoja tried to lure former UFC flyweight champion Demetrious Johnson out of retirement with a callout.That overture was shot down as Johnson quickly responded on social media, saying he was happily retired from MMA. Pantoja has run roughshod through the current crop of flyweight contenders.Hes beaten Royval twice and No. 2 contender Brandon Moreno three times. No. 3 Amir Albazi was just dismantled by Moreno in November. Pantoja has also beaten No. 4 Kai Kara France, though it happened on The Ultimate Fighter back in 2016.Because of Pantojas dominance, the UFC has had to dig deeper into the rankings to find title challengers. Pantoja has even defeated Kape. The two met in 2021 in Kapes UFC debut.However, Kapes only loss since 2021 came against Mohammed Mokaev, the undefeated flyweight the UFC sent packing in July because of his poor relationship with his fellow fighters and the UFCs brass.Were it not for his exit, Mokaev would have probably already received a title shot. He would have definitely deserved a shot before Asakura. As it is, the next title challenger will be either Kara France, No. 8 Asu Almabayev, or the winner of Kape-Royval.Stay tuned.Here is a look at the fights rumored to be a part of the March 1 UFC Fight Night event.Brandon Royval vs. Manel Kape - FlyweightMontana De La Rosa vs. Luana Carolina - FlyweightLucas Almeida vs. Danny Silva - FeatherweightWilliam Gomis vs. Hyder Amil - FeatherweightDanny Barlow vs. Sam Patterson - WelterweightCody Brundage vs. Julian Marquez - MiddleweightWhen more information on this event and others goes official, Ill have it covered.

Scheldehof Residence / Max DudlerSave this picture! Max DudlerResidentialAntwerp, BelgiumArchitects: Max DudlerAreaArea of this architecture projectArea:63500 mPhotographsPhotographs:Max DudlerMore SpecsLess SpecsSave this picture!Text description provided by the architects. On the banks of the Scheldt River, west of Antwerp's historic old town, the new urban district Nieuw Zuid is taking shape. Commissioned by Triple Living, Max Dudler, in collaboration with partner firm Jaspers Eyers Architects, has completed the residential project Scheldehof."Save this picture!The ensemble, designed by Max Dudler, harmoniously groups two buildings around a central green square that opens towards the Scheldt. The architecture takes up the motif of the staircase and realizes it in multiple dimensions. The two low-rise sections feature terraced, landscaped steps descending towards the square, evoking the image of hanging gardens and forming an amphitheater-like space facing the river. The vertical structure rises within the district, with the stepped design of the 80-meter tower creating an iconic inverted staircase silhouette.Save this picture!The faade elements made of Dietfurt limestone wrap the buildings in the form of a unifying grid. This bright, open framework integrates the outdoor spaces of the apartments. Each of the 300 apartments includes a loggia, balcony, or winter garden. The mixed-use concept is enriched by 2,300 m of office space and ground-floor shops and restaurants.Save this picture!Located in the center of the new district, the project has a somewhat more public character: The buildings of the small ensemble are arranged in a semi-open block interwoven with paths and plazas. The layout reflects its riverside position, with the Scheldt serving as the key reference point for both the district and Antwerp as a whole. The Scheldt connects all the key parts of the city, and its riverside boulevard is lined with Antwerp's most iconic buildings, like pearls on a string.Save this picture!Save this picture!The striking vertical structure integrates harmoniously into the district's height profile. At the same time, the cascading design of the tower creates a symbolic gesture pointing into the distance, marking the city's expansion within its overall urban fabric.Save this picture!The masterplan for the riverside site was developed by Studio Secchi-Vigan in collaboration with landscape architect BAS Smets. Other sections of the district are being developed by renowned architects such as Shigeru Ban, David Chipperfield Architects, Peter Zumthor, Robbrecht en Daem Architecten, and Vincent Van Duysen. The project was honored with the 2024 European Property Award for Mixed Use Architecture for Belgium.Save this picture!Project gallerySee allShow lessProject locationAddress:Antwerp, BelgiumLocation to be used only as a reference. It could indicate city/country but not exact address.About this officeMax DudlerOfficePublished on December 22, 2024Cite: "Scheldehof Residence / Max Dudler" 22 Dec 2024. ArchDaily. Accessed . <https://www.archdaily.com/1024958/scheldehof-residence-max-dudler&gt ISSN 0719-8884Save!ArchDaily?You've started following your first account!Did you know?You'll now receive updates based on what you follow! Personalize your stream and start following your favorite authors, offices and users.Go to my stream

Fisch has quite a few rare fish, catching which is a real challenge. But they can't compare with the Event Catch added to the game during Fischmas 2024. So, in this guide, we will tell you how to catch the elusive Northstar Serpent in Fisch.

As part of the live-service format of Overwatch 2, every new Competitive Season that comes and goes tends to feature one crossover collaboration event with another popular franchise from other games, anime, and more. These in-game events feature a number of cosmetics for Overwatch heroes and villains, putting their spin on costumes of characters from each franchise, as well as profile decorations, player customization items, event challenges, and more.

Many players agree that Blasphemous 2 managed to improve on many of the flaws of its predecessor while also implementing new great aspects of its own. Not only does the sequel have more weapons for players to take advantage of and upgrade significantly, but it also introduces new bosses, challenges, and ingenious ways of exploring the world.

We may earn a commission from links on this page.A friend of mine used to say that the first question we ask when were introduced to a new piece of technology is, How can I use this to have sex? To that end, heres how to use a Meta Quest 2, Quest 3, Quest 3S, Apple Vision Pro, PSVR, Vive, or other VR headset to have sex...or watch virtual porn, anyway.(If you're wondering what else you can do with your Quest 3 or 3S, here's a guide to the must-have apps for both.)How to watch VR Porn with a Meta Quest 2, Quest 3, Quest 3S or other VR headset Its almost comically easy to have an entry-level VR porn experience in virtual reality with any headset that isn't manufactured by Apple. (More on that below.)Entry level porn VR porn viewing, step-by-stepLock the door.Put on your headset.Click on your web-browser-of-choiceNavigate to a site that hosts VR porn. Free video megasites like Youporn have a VR section, or just use Google to search something out. Clicking on a video should launch you into VRbut "should" is doing a lot of work. These are random files hosted on janky free porn sites, so don't be surprised if you need to do a little trial-and-error to find one that works right. Thats all you need to know to get a taste of the VR porn thing, but because of the massive file sizes of VR video, streaming is likely to be choppy, and free movies are usually not in the highest resolutionagain, janky but free. To get a better experience, youre going to have to (gasp) pay to watch it.Suggested headsets for VR porn-viewing:Valve Index VR Full KitMeta Quest 2Meta Quest 3HTC Vive Pro 2How to watch VR porn with a Meta Quest 3 and 3SThe above instructions for streaming "regular" VR porn work on Meta Quest 3 and 3S headsets, but the "3 series" has front-facing pass-through camera arrays that add a new wrinkle to "adult content": augmented reality. Getting your pass-through-porn on can be fairly complicated, so here's a separate post that goes into detail about how to get augmented reality porn to work on your Meta Quest 3 and 3S.How to watch Porn with an Apple Vision ProApple's Vision Pro can stream, download, and play normal videos (both adult and "mainstream") on gigantic virtual reality screens easily through its web browser, but immersive, 3D videos produced specifically for virtual or augmented reality will not work on your Apple Vision Pro's browser. Part of the issue is that WebXR, the programming interface for accessing augmented reality and virtual reality devices, is not automatically enabled in the Vision Pro's browser. Not having WebXR enabled means no VR porn, but it also means you won't have access to a slew of non-adult VR and AR content like web-based games, tours, productivity apps, etc. Here's how to turn WebXR on:Open Settings.Select Apps.Select Safari.Scroll to the bottom of the window and select Advanced.Scroll to the bottom of the window and select Feature Flags.Under Experimental XR Features, enable WebXR Device API and WebXR Hand Input Module.Under WebKit Feature Flags, enable WebXR Augmented Reality Module and WebXR GamePads Module.Exit Settings.Open Safari, or if it's already open, refresh a WebXR-enabled page to check it is working.But even with WebXR enabled, you still can't launch full VR porn videos on an Apple Vision Proyet. I spoke to Alex Novac, of VR Porn site SexLikeReal, and he said, "a lot has been done on our end to make things work with AVP. It's a great tool for videos. Will be making a huge update soon."Advanced VR porn viewingPick a VR website. Because VR porn is relatively new, more costly to produce, and has a smaller audience than normal adult videos, there arent an overwhelming number of sites dedicated to it. Most of them have sample videos to view, and some provide single-day access for very cheap so you can see if you dig it. Check out this list of the most well-known producers, and make a choice. Did you lock the door?Open the browser, navigate to your newly chosen site and enter your credit card digits. Membership fees vary from site to site, but expect a range of $20 to $30 a month. From here, you can stream full-length videos at very high quality, but the streaming might still be choppy. If soDownload and save video to your device These videos can be over 10 gigs, so it might take a little bit. Play the videoMajor VR headsets come with great video browsers, but if you want advanced features, download Skybox for 10 bucks. That way you can save video to your PC and stream from your computer easily. Get the right player: Some adult VR sites are configured to work best with specific browsers or video players, and you should be directed as to what to install. If you want to get really advanced, you can delve into the world of (link is NSFW) virtual reality sex toys. These are devices designed to vibrate and oscillated in sync with videos. I have no idea how well these work and I'm not super anxious to find out. Is virtual reality porn any good?Now that you know how to view porn in virtual reality, you have to ask yourself if you should. Virtual realitys you are there immersion provides an experience that is markedly different from traditional porn, but its not necessarily better. Like all things of this nature, it comes down to personal taste. I checked out a little bit of the stuff (for research purposes only, of course), and, without going into too much detail, here are the pros and cons:Locked-in perspective: The idea of putting the viewer right up in the action means the camera is locked to your perspective. If you like that kind of thing, its gravy for you, but if you dont well, you gave it a shot.The performance: The camera/you feel very close to the performers in VR porn videos and the illusion is fairly convincing, but actually selling that kind of intimacy requires acting talent. Its a different kind of performing than film or stage altogether, and, at the risk of being negative, many pornographic performers dont have the chops to really pull it off, so it can just feel weird, and not sexy-weird. Again, your mileage may vary.Limited content: Because it is more expensive and more difficult to shoot VR video, and there is a smaller audience, it seems like almost all VR porn is geared toward a mainstream porn audience. If you share the tastes of the majority of porn viewers, youll be happy. If youre into something more esoteric, you might find it difficult or impossible to find what you like, at least until more pervs join the virtual world.Gender-bending: Most virtual reality porn is designed for heterosexual men, but not all of it. There is VR porn from the point of view of queer people, which provides maybe the most unique possibility of VR porn: putting yourself in the skin of someone else. Looking down at yourself and seeing a different body (one that doesnt skip ab day) is strange enough, but looking down and seeing a differently gendered body is positively freaky in the best possible way. I can only assume this will lead to a new age of empathy and the end of sexism and homophobia. For couples? Realistically, most porn is going to be consumed solo, but some couples are strapping on headsets (and maybe other devices) and incorporating the virtual into their shared real sex lives. I think a real experience while wearing a headset would be a little ridiculous, but maybe I'm just old-fashioned.