Machine Learning
Ongoing coverage on Machine Learning.
Latest coverage
How AI Is Making Communication Faster and Smarter
Artificial intelligence is rapidly transforming communication by enhancing instant messaging apps and social networks with features like AI chat assistants and personalized content. Technologies such as real-time translation headphones and virtual avatars are further bridging language barriers and making remote interactions more engaging.
Elon Musk, Sam Altman and the world's billionaires are terrified of the Google AI genius behind a 25-year-old computer game, because they think he might actually end up controlling god
Internal documents from the Musk vs Altman legal dispute reveal that Google DeepMind CEO Demis Hassabis is a significant figure of concern for industry leaders like Elon Musk and Sam Altman. Hassabis, a Nobel laureate in Chemistry for his AI work, is seen as a dominant force in AI, with Microsoft CEO Satya Nadella acknowledging Google's lead in machine learning due to DeepMind's progress. The documents also touch upon OpenAI's early goals, including developing a Dota 2 bot, and the intense competition and personal rivalries within the AI field.
Sony maps out how first-party PlayStation studios are utilising AI tools during development
Sony Interactive Entertainment is integrating Artificial Intelligence tools across its PlayStation studios to enhance game development efficiency and creativity. Executives Hiroki Totoki and Hideaki Nishino highlighted the use of AI for tasks like facial model generation and hair animation, emphasizing that AI will augment human creativity rather than replace it. The company also noted AI's role in features like the Gran Turismo racing agent Sophy and the PlayStation 5 Pro's PSSR upscaling technology.
Microsoft might be all-in on OpenAI now, but back in 2018 thought it was just 'motivated by a need to show how Al…
Internal Microsoft communications from 2017-2018 reveal executives' concerns and skepticism regarding OpenAI's AI development, particularly its focus on beating humans in games like Dota 2. Despite initial doubts about financial viability and potential PR issues if OpenAI partnered with Amazon Web Services, Microsoft eventually invested heavily in the company, recognizing the strategic importance of AI.
Arc Raiders studio confirms AI anti-cheat is tracking player behavior
Embark Studios has detailed Arc Raiders' anti-cheat system, emphasizing the role of machine learning and AI in detecting cheaters. The system uses telemetry data and trained models to differentiate between legitimate player behavior, including the use of accessibility devices, and cheating. While the process is automated for efficiency, ban appeals are reviewed by humans to refine the system and ensure fairness.
'Human Creativity Must Remain at the Centre': Sony Talks AI within PlayStation
Sony and PlayStation are integrating AI as a tool to enhance, not replace, human creativity in game development. Executives Hiroki Totoki and Hideaki Nishino highlighted the use of AI for automating repetitive tasks, improving efficiency in areas like animation and quality assurance, and personalizing the PlayStation Store experience. While generative AI is not currently a focus, the company sees AI as a crucial element for future innovation and player engagement.
Embark are testing kernel-level anti-cheat in Arc Raiders to help put a stop to its ongoing cheating problem
Embark Studios is testing a new kernel-level anti-cheat system for Arc Raiders, combining Easy Anti-Cheat with machine learning models to combat ongoing cheating issues. The studio addressed concerns about accessibility devices, stating their systems are designed to distinguish legitimate use from abuse and are continuously refined. Ban appeals are also manually reviewed by the anti-cheat team to ensure fair gameplay.
Sony is Researching Frame Interpolation for “The Next-Generation PlayStation Platform”
Sony is researching frame interpolation technology for future PlayStation platforms, potentially for the PlayStation 6. A senior research scientist at PlayStation is leading efforts in visual quality enhancements, including frame interpolation and super-resolution, utilizing machine learning and generative models. While early research involves Nvidia tools, the final implementation for the PlayStation 6 is expected to leverage AMD hardware, with speculation suggesting a 2027 launch window.
RAZER AIKIT EXPANDS TO OMNI-MODAL AI AND ARM64 ARCHITECTURES
Razer has expanded its free, open-source AI development toolkit, AIKit, to support image, video, and audio models, along with Arm64 architectures. The update enables developers to build and deploy AI models locally without cloud subscriptions, offering faster iteration and predictable costs. The toolkit powered Razer's AVA Mini April Fools campaign, demonstrating significant cost reductions in inference compared to traditional cloud APIs.
Table Selection Algorithms: Turning Player Pool Data Into Profit
This article details how professional poker players use data analysis and algorithms to select the most profitable tables and seats. By analyzing player statistics such as VPIP and PFR, players can create profiles to identify weak opponents and optimize their game for maximum profit. The use of tracking software and advanced metrics, including cryptocurrency transaction data, is becoming increasingly crucial for gaining a competitive edge.
Games Inbox: Are live service games becoming less popular?
Readers discuss the declining popularity of live service games, with some hoping for a return to 'proper' games. The discussion touches on the financial model of free-to-play games, the impact of upcoming titles like Grand Theft Auto 6, and the potential for AI upscaling in future consoles. Other topics include the viability of dedicated handhelds, the emotional impact of certain game narratives, and the pricing of game DLC.
ARC Raiders’ ARCs Don’t Learn From Players in Real Time, Says Machine Learning Research Lead
Embark Studios has clarified that the enemies in ARC Raiders, known as ARCs, do not learn from player behavior in real-time. Instead, the studio manually updates the AI's capabilities based on developer insights and popular player clips. Machine learning research lead Martin Singh-Blom explained that improvements are made through under-the-hood updates, such as enhancing enemy vision or indoor navigation, rather than direct player data training.
Arc Raiders' killer robots aren't learning in real time, but Embark will sneak in AI upgrades based on player behavior: "We keep trying to make the flying drones better and better"
Embark Studios clarified that Arc Raiders does not feature real-time AI learning from player behavior, but the developers do use player data to implement AI upgrades. Machine learning research lead Martin Singh-Blom explained that game developers observe player actions and incorporate changes to improve enemy behaviors, such as making flying drones more effective.
'AI experts' disagree with the public about whether it's a good thing
A report from Stanford University's Human-Centered Artificial Intelligence group indicates a significant gap in optimism between AI experts and the general public regarding AI's impact on jobs. While 73% of experts believe AI will be beneficial, only 23% of US adults agree. Public trust in AI regulation and companies is low in the US, with higher optimism observed in Southeast Asia. The article also touches on AI disclosure policies and investment trends.
Sony to acquire machine learning company Cinemersive Labs
Sony Interactive Entertainment has agreed to acquire machine learning company Cinemersive Labs, which specializes in 3D photography and video for VR and AR. The acquisition aims to enhance Sony's visual computing efforts in game development. The Cinemersive Labs team will join SIE's Visual Computing Group to advance rendering techniques and visual fidelity.
Arc Raiders devs would love to have machine takedowns "like the Hoth invasion scene in Star Wars," and "we could do that if we just had better rope physics"
Embark Studios is exploring advanced physics, particularly rope physics, to enable new gameplay mechanics in Arc Raiders, such as tripping large enemies. Machine learning research lead Martin Singh-Blom highlighted this desire, drawing inspiration from scenes like the Hoth invasion in Star Wars, though practical implementation remains a challenge.
Sony Acquires Cinemersive Labs to “Unlock New Levels of Visual Fidelity” for Players
Sony Interactive Entertainment has acquired UK-based Cinemersive Labs, known for its expertise in computer vision and machine learning. The acquisition aims to enhance gameplay visuals, improve rendering techniques, and unlock new levels of visual fidelity for players, potentially impacting future PlayStation consoles like the rumored PlayStation 6.
Sony Officially Acquires Cinemersive Labs
Sony Interactive Entertainment has acquired UK-based machine learning and computer vision company Cinemersive Labs. The team will join SIE's Visual Computing Group to advance visual computing in games. This acquisition follows recent news of Sony shutting down Dark Outlaw Games, a studio founded by Call of Duty veteran Jason Blundell.
Sony's Latest Acquisition Is a UK-Based Machine Learning Company
Sony has acquired the UK-based machine learning and computer vision company Cinemersive Labs, which will join its new Visual Computing Group. Cinemersive's expertise in AI and computer vision is expected to enhance gameplay visuals, rendering techniques, and overall visual fidelity in future games. While not a traditional game developer, Cinemersive has experience creating immersive experiences for platforms like Meta Quest.
PlayStation To "Enhance Gameplay Visuals" With Buyout Ahead Of PS6
Sony Interactive Entertainment has acquired UK-based machine-learning company Cinemersive Labs to enhance gameplay visuals and rendering techniques. The acquired company's AI technology can transform photos into volumetric 3D experiences. This acquisition comes as Sony prepares for the next generation of PlayStation consoles and follows recent studio closures.
