Day: August 28, 2024

“macOS Sequoia Beta 8 Launched: Discover 11 Fresh Features”

### macOS Sequoia: What to Anticipate from Apple’s Newest Operating System

With the launch date for macOS Sequoia approaching, excitement is mounting among Apple fans and developers. The eighth beta version is now out, and Apple is fine-tuning what is expected to be a substantial update to its desktop platform. Here’s an in-depth analysis of what macOS Sequoia will bring, featuring new functionalities, improvements, and what users can look forward to when the final version is launched later this autumn.

#### **Notable Features in macOS Sequoia**

macOS Sequoia unveils numerous new functionalities and enhancements designed to improve user experience, productivity, and connectivity across Apple devices. Below are some exceptional features that users can anticipate:

##### **1. iPhone Mirroring in Safari**
One of the most awaited functionalities in macOS Sequoia is the **iPhone Mirroring** feature within Safari. This Continuity capability enables users to seamlessly access and engage with their iPhone straight from their Mac. Whether swiping through Home Screen pages, opening applications, or consuming content, users can accomplish everything on their Mac with their keyboard, trackpad, and mouse. Audio from the iPhone will also stream through the Mac, delivering a cohesive experience.

##### **2. Upgraded Safari Experience**
Safari in macOS Sequoia is set to receive various new enhancements aimed at refining how users navigate the web:

– **Highlights:** This addition simplifies the process of uncovering information online, including directions, summaries, or shortcuts to delve deeper into topics like people, music, films, and TV shows.

– **Reader Mode:** Safari’s Reader mode has been revamped to provide a more organized view of articles, including summaries and a table of contents for lengthier reads, which allows users to consume content without distractions.

– **Video Detection:** When Safari recognizes a video on a site, it can now present it prominently with Viewer while still granting users comprehensive access to playback controls, including Picture in Picture mode.

##### **3. New Passwords App**
Apple is rolling out a new **Passwords app** in macOS Sequoia, designed to streamline the management of passwords, passkeys, Wi-Fi credentials, and verification codes. This app will consolidate all your login details, making secure access and management simpler.

##### **4. Messages Improvements**
The Messages application is in for a substantial update, featuring new tools to enhance communication and expression:

– **Text Effects:** Users can now incorporate text effects into their messages, adding vibrancy to conversations.

– **Emoji and Sticker Tapbacks:** These new Tapbacks facilitate quicker and more expressive responses.

– **Scheduled Messages:** Users have the ability to plan messages to be dispatched later, adding versatility to their correspondence.

##### **5. Apple Maps Enhancements**
Apple Maps in macOS Sequoia is broadening its features with innovative ways to navigate the world:

– **Curated Hikes and Personalized Walking Routes:** Users can explore a vast array of hikes across all 63 national parks in the U.S., filtered by distance, elevation, and route style. These can be saved for offline access, aiding exploration even when data is unavailable.

##### **6. Photos and Notes Advancements**
– **Photos:** The Photos app now presents **Collections**, which automatically categorizes your library by useful themes. The search function has also been upgraded for faster results.

– **Notes:** Note-taking is becoming smarter with fresh audio transcription and summarization capabilities powered by Apple Intelligence. Users can even solve equations directly within their notes, enhancing its utility for capturing and processing information.

##### **7. Calendar and Reminders Merging**
The Calendar app now integrates events and tasks from **Reminders**, simplifying daily management. An updated Month View allows users to review events and reminders for the entire month easily.

##### **8. Fresh Wallpapers**
macOS Sequoia introduces new wallpapers that capture the natural grandeur of Sequoia National Park, lending a new aesthetic to your desktop.

#### **Compatibility and Beta Testing**
While macOS Sequoia is tailored for Apple Silicon Macs, users with Intel Macs can still access many of the new enhancements. Apple has also launched the eighth beta versions of iOS 18, iPadOS 18, tvOS 18, watchOS 11, and visionOS 2, enabling developers and early adopters to test new features across all Apple devices.

#### **Conclusion**
macOS Sequoia is poised to be a powerful update, brimming with functionalities that boost connectivity, productivity, and user experience. Whether you’re keen on the new iPhone Mirroring feature, the improved Safari experience, or the smarter Notes app, there’s something for everyone in this update. As the official release approaches, Apple continues to hone and perfect the system, ensuring that macOS Se

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Apple Unveils tvOS 18 Beta 8 Prior to Official Release

# tvOS 18: An In-Depth Exploration of Apple’s Latest Update for Apple TV

As Apple persists in its unwavering pursuit of innovation, the tech behemoth has unveiled the eighth beta version of tvOS 18, the newest operating system for Apple TV. This update, initially introduced during the WWDC 2024 keynote, aims to enrich the Apple TV experience with an array of new features and enhancements. With the official launch approaching, let’s examine what tvOS 18 has in store.

## Key Highlights of tvOS 18

### 1. **InSight: Instant Access to Information**
A prominent feature in tvOS 18 is **InSight**, an innovative addition that adds interactivity to your viewing experience. Comparable to Amazon Prime Video’s X-Ray function, InSight delivers real-time data on actors, characters, and music from Apple TV+ content.

Picture watching your favorite Apple TV+ series and instantly discovering more about the actor on screen or the music in the background. With InSight, you can click on an actor to explore their background and filmography, or swiftly identify a song and include it in your Apple Music playlist. This feature aims to enhance your viewing experience, making it more engaging and informative.

### 2. **Enhance Dialogue: Clearer Conversations**
Another noteworthy upgrade in tvOS 18 is the **Enhance Dialogue** feature. Utilizing advanced machine learning and computational audio, this feature guarantees that dialogue remains clear and identifiable, even amid background noise, music, or action sequences.

Previously, Enhance Dialogue was available solely to users with HomePod speakers, but with tvOS 18, it is now available across a wider array of devices. Whether utilizing built-in TV speakers, HDMI-connected speakers, AirPods, or other Bluetooth devices, you can experience improved vocal clarity. This feature also extends to supported content on iPhone and iPad, facilitating easier comprehension of conversations no matter your viewing location.

### 3. **Automatic Subtitles: Timely Subtitling**
Subtitles are a crucial feature for many viewers, and tvOS 18 introduces a smarter and more intuitive approach. With **Automatic Subtitles**, your Apple TV will automatically showcase subtitles at the most appropriate moments.

For example, if the language spoken in a show or film diverges from your device’s language settings, subtitles will appear automatically. Additionally, if you silence the audio or rewind to rewatch a scene, subtitles will emerge to ensure you don’t miss any essential dialogue. This feature proves particularly advantageous for multilingual households or those who often watch content in various languages.

### 4. **21:9 Compatibility for Projectors: A Cinematic Touch**
For those who enjoy a more cinematic viewing experience, tvOS 18 presents **21:9 compatibility** for projectors. This aspect ratio, commonly found in films, allows you to savor your favorite movies and shows in their intended format on a projector. This feature is particularly valuable for home theater aficionados seeking to recreate the cinematic experience at home.

### 5. **Apple Fitness+: An Enhanced Interface**
Apple Fitness+ has gained popularity among Apple TV users, and tvOS 18 introduces a revamped interface to elevate the experience further. The new interface is more user-friendly, assisting users in navigating the extensive workout library and discovering exercises they enjoy most. Whether you’re a seasoned athlete or new to fitness, the updated Apple Fitness+ interface helps keep you motivated and on course.

### 6. **FaceTime with Continuity Camera: Stay in Touch**
FaceTime on Apple TV undergoes a substantial enhancement with **Continuity Camera** in tvOS 18. This feature enables you to utilize your iPhone or iPad as a camera for FaceTime calls on your TV, creating a more immersive video calling experience. Additionally, Apple has introduced **Live Captions** for English users in the US and Canada, allowing you to read what others are saying during FaceTime calls. This is particularly beneficial for individuals who are hard of hearing or prefer visual assistance during conversations.

## Additional Features and Enhancements

tvOS 18 is brimming with even more features and advancements that significantly improve the Apple TV experience. While the aforementioned features are among the most noteworthy, Apple has also implemented several behind-the-scenes enhancements to ensure smoother performance and greater stability.

Furthermore, alongside tvOS 18, Apple has released the eighth beta versions of iOS 18, iPadOS 18, macOS Sequoia, watchOS 11, and visionOS 2. These updates are part of Apple’s broader ecosystem, ensuring that all your Apple devices work harmoniously together.

## Conclusion

tvOS 18 is poised to be a major update for Apple TV users, introducing a wealth of new features and improvements that

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Apple Unveils visionOS 2 Beta 8 for Users of Apple Vision Pro

# Apple Vision Pro: Anticipations for visionOS 2 Beta 8

As Apple progresses in enhancing its innovative Vision Pro headset, the company has just unveiled the eighth beta iteration of visionOS 2. This update introduces an array of new features and enhancements that improve the user experience, making the Vision Pro even more adaptable and user-centric. Although the update does not present a comprehensive redesign, it responds to several critical aspects that users have been eagerly anticipating. Here’s an in-depth look at what visionOS 2 beta 8 provides.

## **1. Spatial Photos: Relive Memories in 3D**

A highlight of visionOS 2 beta 8 is the launch of **spatial photos**. This functionality enables users to revisit their cherished memories in a more immersive fashion by generating spatial photos directly from their library in the Photos application. Unlike standard 2D images, spatial photos create a 3D-like experience, allowing you to feel as if you are returning to that moment. This capability is especially thrilling for those who enjoy capturing and experiencing special occasions in a more vivid and realistic way.

## **2. Home View Customization: Tailor Your Environment**

With visionOS 2 beta 8, Apple has rolled out a new level of personalization for the Vision Pro’s **Home View**. Users now have the ability to rearrange apps and position them wherever they desire, including compatible iPhone and iPad applications. This enhanced flexibility enables users to establish a more customized and efficient workspace, designed to fit their particular needs and preferences. Whether you’re utilizing the Vision Pro for work, leisure, or a combination of both, this feature ensures that your most frequently used apps are always readily accessible.

## **3. Improved Navigation: Fresh Hand Gestures**

The navigation of the Vision Pro has become quicker and more intuitive with the addition of **new hand gestures** in visionOS 2 beta 8. These gestures permit users to swiftly gain access to vital functions like Home View and Control Center. Moreover, users can now view essential information at a glance, such as the current time and battery status, and execute actions like volume adjustment. These enhancements streamline the control of the Vision Pro without needing external devices or intricate menus.

## **4. Travel Mode: Utilize Apps on the Move**

For those frequently in transit, visionOS 2 beta 8 presents a new **Travel mode** tailored for train journeys. This feature enables travelers to enjoy their favorite apps while on the move, ensuring they remain productive or entertained wherever they may be. Whether commuting to work or embarking on a lengthy trip, Travel mode guarantees that your Vision Pro experience is both seamless and constant.

## **5. Guest User Mode: Share the Experience**

Sharing the Vision Pro with others has been simplified thanks to the introduction of a **Guest User** mode. This feature allows a family member or coworker to utilize the Vision Pro without affecting your personal settings. The guest’s eye and hand data are preserved for 30 days, ensuring a smooth and personalized experience for them too. This is particularly advantageous in situations where multiple individuals need to use the device, such as within a family environment or during collaborative work sessions.

## **6. Apple TV App: Multiview for Sports Aficionados**

Sports enthusiasts will be excited to learn that the **Apple TV app** now offers support for multiview on the Vision Pro. Later this year, users will be able to view up to five concurrent streams, simplifying the process of monitoring all their favorite sports and teams. This feature is ideal for those who aim to capture every moment of the action, whether it’s during a significant sporting event or a regular game day.

## **7. Mindfulness App: Monitor Your Breathing**

To assist users in achieving tranquility and focus, visionOS 2 beta 8 includes a new feature in the **Mindfulness app** called “Monitor Your Breathing.” This feature showcases dynamic visual animations and sounds that react to the user’s breathing patterns, crafting a more immersive and soothing experience. Whether you’re looking to unwind after a hectic day or simply wish to practice mindfulness, this feature provides a unique approach to centering yourself.

## **8. Compatibility with Other Apple Devices**

Simultaneously with visionOS 2 beta 8, Apple is also issuing the eighth test versions of iOS 18, iPadOS 18, watchOS 11, macOS Sequoia, and tvOS 18. This ensures that the Vision Pro remains fully compatible with the latest updates across all Apple devices, delivering a seamless and integrated experience for users who are deeply involved in the Apple ecosystem.

## **Conclusion**

visionOS 2 beta 8 is a notable update that brings a variety of new features and enhancements to the Apple Vision Pro. From spatial photos and improved navigation to Travel mode and Guest User capabilities, this update renders the Vision Pro more adaptable and user-friendly than it has ever been. As Apple continues

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“iOS 18.1 Beta: Fresh Apple Intelligence Enhancements and Upgrades for Your iPhone”

# iOS 18.1 Beta Features: All the New Additions for Your iPhone

Apple is once again pushing the envelope of mobile operating systems with the launch of the iOS 18.1 beta, filled with thrilling new functionalities and enhancements. As the iOS 18 beta cycle continues, Apple has rolled out iOS 18.1 to facilitate developers in testing the forthcoming Apple Intelligence platform, which aims to transform user-device interaction. In this article, we’ll examine the new features that each iOS 18.1 beta iteration brings.

## iOS 18.1 Beta 1 Features

### Writing Tools
One of the notable updates in iOS 18.1 beta 1 is the upgraded writing tools. Users can now proofread their text, generate various versions until the tone and phrasing are optimized, and even summarize selected text with a simple tap. This feature is especially handy for those who regularly draft emails, messages, or documents on their iPhones.

### Enhanced Siri
Siri has undergone a significant makeover with a refreshed look and improved contextual comprehension. The virtual assistant can now retain context across requests, making conversations with Siri feel more natural. Even if you hesitate or change your phrasing mid-thought, Siri will still grasp your actual intentions.

### Priority Notifications
iOS 18.1 brings priority notifications, displayed at the top of the notification list. This functionality enables users to swiftly recognize and react to significant alerts. Notifications are also summarized, allowing users to sift through them more effectively.

### Priority Messages in Mail
The Mail application now includes priority messages, promoting time-sensitive emails to the top of your inbox. For instance, an invitation with a deadline or a flight check-in reminder will be prominently shown, ensuring you don’t overlook essential information.

### Email Summarization
Lengthy emails can be daunting, but iOS 18.1 beta 1 simplifies the process with an email summarization tool. With a quick tap, you can access a summary of a long email, helping you focus on the crucial points swiftly.

### Record and Transcribe Calls in the Notes App
iOS 18.1 beta 1 enables users to record and transcribe calls directly within the Notes app. Users can initiate recording from either the Notes or Phone applications, capturing audio and corresponding transcripts. Apple Intelligence subsequently generates summaries of these transcripts, making it easier to review critical information.

### Reduce Interruptions with Focus Mode
The newly introduced Focus Mode in iOS 18.1 beta 1 aims to reduce distractions by discerning the relevance of your notifications. It selectively displays notifications that may need immediate attention, such as a message regarding picking up your child from daycare.

### Smart Reply in Mail
The Smart Reply feature within the Mail app allows users to swiftly compose responses with all pertinent information. Apple Intelligence recognizes the question posed in an email and suggests relevant options to include in your reply, enhancing the email drafting experience.

## iOS 18.1 Beta 2 Features

Just a couple of weeks after the launch of iOS 18.1 beta 1, Apple introduced beta 2, which comes with several enhancements and adjustments:

### Photos App
Apple has revamped the Photos app, eliminating the Carousel and adjusting the “All Photos” section. The grid now exhibits more images, and the “Recent Days” tab has added a “Recently Saved” section, making it simpler to locate and organize your pictures.

### Distraction Control in Safari
Safari now includes a new Distraction Control feature. Found in the Reader toggle, this functionality allows users to conceal distracting items on web pages. While not an ad blocker, it aids users in concentrating on the most relevant content.

### Control Center Enhancements
The Control Center has been upgraded with new toggles, including a dedicated Bluetooth icon and a fresh Capture section, providing users with enhanced control and customization options.

### Apple Music Changes
The Browse tab in Apple Music has been updated to “New,” emphasizing the discovery of the latest music and content.

## iOS 18.1 Beta 3 Features

With the release of iOS 18.1 beta 3, Apple continues to enrich the capabilities of Apple Intelligence:

### Clean Up Tool in Photos App
The all-new Clean Up tool in the Photos app can identify and eliminate distracting elements from a photo’s background without interfering with the main subject. This feature is excellent for improving your images and making them appear more polished.

### Expanded Summarization
The summarization functionalities of Apple Intelligence have been broadened beyond just Messages and Mail notifications. Users can now access summaries for a broader array of content, making it easier to stay informed and organized.

## Wrap Up

iOS 18.1 beta is emerging as a major update, introducing a multitude of new features and enhancements to Apple devices. From refined writing tools

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Apple Cuts Jobs in Books and News Divisions

### Apple’s Strategic Job Cuts: Emphasizing Digital Services and the Future of Apple Books

Apple Inc., a brand recognized for its technological advancements and industry leadership, has recently captured attention with a series of job reductions that have sparked discussions in the technology sector. A Bloomberg analysis indicates that Apple plans to eliminate 100 positions, all situated within its digital services divisions. Although this action is relatively minor compared to the extensive layoffs witnessed at other tech companies, it marks a deliberate reorientation in Apple’s strategy, especially regarding its Books service.

#### An Uncommon Action for Apple

Job cuts at Apple are infrequent, particularly when contrasted with other major tech firms like Intel, Cisco, or Microsoft, which have recently undertaken hefty workforce downsizing ranging from 7 to 15 percent. This represents the fourth round of job cuts at Apple this year, but unlike the sweeping reductions noted elsewhere, Apple’s strategy has been more focused and surgical.

The employees affected, mainly from the Books division, have been offered 60 days to secure another role within the organization before their termination takes effect. This tactic reflects Apple’s dedication to its employees, even while it navigates tough decisions to refine its operations.

#### The Significance of Digital Services in Apple’s Growth

Apple’s digital services have emerged as a crucial pillar of the company’s financial prosperity in recent times. In fact, revenue from services has experienced a 14 percent growth over the past year, highlighting the significance of this segment in Apple’s overall business approach. Services such as the App Store, Apple Music, iCloud, and Apple TV+ have become fundamental to the company’s ecosystem, creating recurring income that supplements its hardware sales.

Nevertheless, not all digital services have shown similar performance. The Books service, in particular, has faced challenges in matching the growth registered in other sectors. Unlike Apple Music or Apple TV+, Books lacks a subscription model, which caps its revenue generation potential. Furthermore, Apple’s Books service has contended with legal issues, notably a prominent price-fixing lawsuit initiated by the U.S. Department of Justice in 2013.

#### The Outlook for Apple Books

In light of these difficulties, it’s logical that Apple has opted to scale back its focus on the Books service. As reported by Bloomberg’s Mark Gurman, although Apple intends to keep integrating new features into the Books platform, it is likely to assume a less pivotal role in the company’s digital services strategy in the future.

This realignment does not necessarily indicate the demise of Apple Books but suggests a reevaluation of the company’s priorities within the digital services arena. As Apple progresses with innovation and broadening its suite of offerings, it will probably dedicate its resources to sectors with greater growth potential and substantial revenue prospects.

#### Effects on the News Team and Other Areas

Alongside the reductions within the Books division, there were also layoffs in Apple’s News team. However, this impact is expected to be gentler, with no considerable decline in focus foreseen. It’s notable that some of the laid-off employees were part of multiple teams, so there may be slight ripple effects across different company sectors.

Apple News, akin to its other digital services, has been an essential element of the company’s strategy to maintain user engagement within its ecosystem. The service provides curated news content and has been woven into Apple’s broader initiative towards services that enhance user engagement and stimulate recurring revenue.

#### A Strategic Shift

Apple’s choice to carry out these layoffs, especially within its digital services divisions, signifies a broader strategic shift. As the company continues to tackle the challenges posed by an ever-evolving tech landscape, it is concentrating its resources on areas that promise the most considerable returns.

While the layoffs are regrettable for the impacted employees, they form part of a calculated strategy by Apple to streamline its operations and secure long-term growth. As Apple pushes forward with innovation and expands its digital services, it will be intriguing to observe how the company balances its traditional offerings, such as Books, with new and evolving opportunities.

In summary, Apple’s recent job reductions, albeit limited in size, reflect a company that is in a constant state of evolution and adaptation to market demands. As Apple fine-tunes its digital services strategy, it remains poised to be a significant contender in the tech industry, fostering innovation and setting benchmarks for others to aspire to.

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Individual Sentenced to 17 Years for Worldwide Sextortion Plot While Impersonating Teenage YouTuber

### The Dark Web of Deceit: Dissecting One of History’s Most Notorious Sextortion Cases

In a disturbing incident that has reverberated worldwide, an Australian individual, Muhammad Zain Ul Abideen Rasheed, has received a 17-year prison sentence for masterminding one of the most despicable sextortion schemes ever brought to light. This case, which included hundreds of victims spread across 20 nations, has been labelled by authorities as “one of the most serious sextortion cases in history.”

#### The Offense

Rasheed, a 29-year-old residing in Perth, Australia, impersonated a popular teenage YouTuber to ensnare his victims, the majority of whom were minors. His scheme was carefully crafted and executed, preying on vulnerable individuals via social media channels. Rasheed identified potential targets through public friends lists, persuading them that he was a celebrated YouTuber. After winning their trust, he would steer conversations to dark territory.

Employing manipulated screenshots, Rasheed deceived his victims into thinking they had engaged in explicit dialogues with him. He then wielded these false images to extort them, threatening to reveal their secrets to friends and family unless they met his escalating and grotesque demands. The Australian Federal Police (AFP) indicated that Rasheed’s motives extended beyond financial profit, being propelled by a sadistic urge to humiliate his victims.

#### The Inquiry

The probe into Rasheed’s conduct commenced in 2019 when authorities in Leon County, Florida, received a lead regarding a sextortion scammer posing as a YouTuber. The situation swiftly intensified, drawing in various agencies, including the AFP, US Immigration and Customs Enforcement (ICE), and INTERPOL. The intricacy of the inquiry was considerable, as investigators needed to sift through over 2,000 images and untangle social media conversations spanning multiple accounts.

At the time of his arrest, Rasheed faced charges for 119 offenses impacting 286 victims, 180 of whom were minors below the age of 16. The enormity of the crime was astonishing, with authorities discovering a total of 665 offenses. The investigation necessitated years of effort, as police had to identify all of Rasheed’s victims and compile the required evidence for prosecution.

#### The Aftermath for Victims

The psychological and emotional impact on Rasheed’s victims has been catastrophic. Numerous victims were pressured into executing distressing sexual behaviors, occasionally involving family pets or other young children. Rasheed would store and even livestream these videos to other pedophiles, deepening the trauma inflicted upon his victims. Some victims reached suicidal points, while Rasheed displayed a complete lack of empathy, persisting in his demands even after being confronted with images of self-harm.

During sentencing, Australian district court judge Amanda Burrows characterized Rasheed’s actions as “degrading” and “humiliating,” emphasizing the particularly shocking nature of his involvement of family pets. The judge asserted that the damage caused by Rasheed’s conduct would likely be permanent, leaving victims in perpetual fear of the potential distribution of the recordings he made.

#### The Link to “Incel” Communities

Adding another distressing dimension to the case, it was uncovered that Rasheed participated in misogynistic “incel” (involuntary celibate) online forums. These spaces frequently propagate the notion that women are inferior and owe men sexual favors, and Rasheed utilized these platforms to share sextortion tactics with similarly minded individuals. He even revealed details about children who were vulnerable to coercion and abuse, further underscoring the predatory nature of his behavior.

The AFP has since disseminated information regarding other offenders connected with Rasheed to law enforcement agencies across several countries, potentially facilitating more arrests and prosecutions.

#### The Verdict and Its Significance

Rasheed’s 17-year sentence, with an opportunity for parole as soon as 2033, has sparked mixed responses. While some view the sentence as appropriate, others contend that it falls short given the gravity of his offenses. AFP assistant commissioner David McLean referred to Rasheed’s actions as “abhorrent” and noted that the case could serve as a deterrent to others contemplating similar misconduct.

Judge Burrows reiterated the significance of Rasheed’s sentence as a cautionary message to others, asserting that the considerable harm brought about by his extensive scheme was vast and likely interminable. “The victims will permanently carry the fear that the recordings you made of them will be

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AI Model Replicates Real-Time Gameplay of 1993’s Doom via Hallucination

### GameNGen: A Look Ahead at AI-Driven Video Games

On Tuesday, scientists from Google and Tel Aviv University unveiled a revolutionary AI model called **GameNGen** that can interactively replicate the iconic 1993 first-person shooter game *Doom* in real time. This advancement utilizes AI image generation methods inspired by **Stable Diffusion**, a widely-used neural network model for producing images. GameNGen marks a major advancement in the field of real-time video game creation, potentially leading to a future where games are conceived by AI rather than merely programmed.

#### The Idea: AI as a Game Development Tool

In traditional video game design, graphics are produced through intricate algorithms and pre-established protocols. However, GameNGen introduces a transformative concept: rather than depending on classical rendering methods, an AI engine could “envision” or hallucinate the graphics in real time. This methodology may alter the landscape of game development and engagement, creating a novel framework in which the AI fabricates each frame as a predictive challenge.

Nick Dobos, an application developer, captured the enthusiasm around this advancement by remarking, “The possibilities here are insane. Why manually write intricate rules for software when AI can process every pixel for you?”

#### The Mechanics of GameNGen

GameNGen is capable of generating new frames of *Doom* gameplay at more than 20 frames per second using a solitary Tensor Processing Unit (TPU), a specialized processor tailored for machine learning tasks. In trials, human evaluators found it difficult to differentiate between authentic *Doom* gameplay and the AI-generated sequences, accurately identifying the real gameplay footage only 58% to 60% of the time.

The system employs a modified version of Stable Diffusion 1.4, an image synthesis diffusion model released in 2022. The researchers trained a reinforcement learning agent to engage with *Doom*, capturing its gameplay sessions to construct a training dataset. This data was subsequently utilized to develop the specialized Stable Diffusion model, enabling it to anticipate the next gaming state based on previous ones while being guided by player actions.

Nonetheless, the model faces several obstacles. The pre-trained auto-encoder in Stable Diffusion compresses 8×8 pixel segments into 4 latent channels, which leads to artifacts impacting finer details, especially in the bottom bar HUD. Furthermore, achieving “temporal coherence,” or maintaining visual consistency over time, poses a considerable challenge. The researchers tackled this by introducing varying degrees of random noise to the training data and training the model to rectify this noise, assisting it in preserving the quality of the generated environment over longer durations.

#### The Larger Context: Advancements in Neural Rendering

GameNGen is part of a larger movement towards what could be termed “neural rendering.” Nvidia CEO Jensen Huang forecasted earlier this year that most video game graphics could be produced by AI in real time within the next five to ten years. GameNGen builds upon earlier developments in this area, including World Models (2018), GameGAN (2020), and Google’s own Genie model (2024), among others.

The notion of “world models” or “world simulators” is also gaining momentum, with AI video synthesis models such as Runway’s Gen-3 Alpha and OpenAI’s Sora exploring similar avenues. For example, OpenAI recently showcased Sora simulating *Minecraft*, marking another milestone in the journey toward AI-crafted interactive environments.

#### Constraints and Considerations

Although GameNGen is a notable advancement, it has significant limitations. The model was trained exclusively on *Doom*, a game that already exists. Like other Transformer-based models, Stable Diffusion is adept at mimicking but struggles with original generation. Additionally, GameNGen can only reference three seconds of history, requiring it to make probabilistic assumptions about previous game states when revisiting a *Doom* level, potentially resulting in inaccuracies.

Expanding this method to more intricate settings or varying game genres will introduce new hurdles. The computational demands for executing similar models in real time may be prohibitive for widespread usage in the near future. However, the prospect of future gaming consoles equipped with dedicated “neural rendering” processors remains a possibility.

#### The Evolution of Game Production

GameNGen serves as a proof-of-concept highlighting a new approach to video game development. Currently, games are scripted by humans, but the creators of GameNGen foresee a future where games are viewed as “the weights of a neural model, not lines of code.” This could pave the way for a reality where new video games are generated through textual descriptions or image examples instead of traditional coding methods.

Envision the ability to transform a collection of still images into a new playable stage or character for an existing title, all based on examples rather than programming expertise. While this remains speculative, the potential is vast.

#### Conclusion

GameNGen provides an exciting preview of the future of video games, where AI

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“Microsoft Contributes Mono to Wine Project, Signifying the Conclusion of a Complicated FOSS Adventure”

# Microsoft Contributes Mono Project to Wine Community: A New Era for Cross-Platform Development

In a pivotal decision that highlights Microsoft’s changing dynamics with the open-source community, the tech giant has transferred the Mono Project to the Wine community. This change signifies the conclusion of a chapter for Mono, an open-source framework that significantly facilitated the adaptation of Microsoft’s .NET platform to non-Windows environments. The WineHQ community will now oversee the upstream code of the Mono Project, while Microsoft will promote the migration of Mono-based applications to its open-source .NET framework.

## The Heritage of Mono: A Pioneer for .NET

Mono’s story started in the early 2000s, initiated by Miguel de Icaza, a notable personality in the open-source realm and co-founder of the GNOME desktop environment. During that time, de Icaza was at the helm of Ximian (originally known as Helix Code), a company dedicated to porting Microsoft’s recent .NET platform to Unix-like systems. This ambitious endeavor sought to equip developers with the resources necessary to construct cross-platform applications utilizing .NET technologies.

Mono swiftly emerged as a pioneer, enabling .NET to function across a range of operating systems, including Linux, macOS, and subsequently, mobile platforms like Android and iOS. The project was crucial in extending the footprint of .NET beyond the Windows ecosystem, establishing it as a flexible and widely embraced framework in the software development sphere.

## A Path Through Corporate Ownership: Ximian, Novell, SUSE, Xamarin, and Microsoft

Mono’s journey throughout the tech landscape is characterized by acquisitions and transitions. In 2003, Novell, a company with a robust foothold in the enterprise Linux sector, acquired Ximian. Under Novell’s stewardship, Mono continued to progress, with significant attempts to introduce Microsoft’s Silverlight—a browser plug-in for advanced media applications—onto Linux systems. Mono also evolved into a vital instrument for crafting iOS applications using C# and various .NET languages.

Nevertheless, Novell’s influence on Mono began to decline as the company encountered financial challenges and was ultimately purchased by Attachmate in 2011. Recognizing the importance of sustaining Mono’s evolution, de Icaza established Xamarin, a company committed to advancing Mono, particularly in mobile development. Xamarin struck an agreement with Novell (via its SUSE subsidiary) to assume control of the intellectual property and clientele associated with Mono, thereby safeguarding the project’s future.

In 2014, Microsoft took a notable step by open-sourcing a significant portion of the .NET framework, a move that reinforced its dedication to the open-source community. Two years later, Microsoft acquired Xamarin, integrating Mono into its portfolio and aligning it with an MIT license. This acquisition enabled Microsoft to incorporate Xamarin’s provisions into numerous open-source initiatives, thereby further extending the reach of .NET.

## The Shift to Wine: Implications for Developers

The choice to donate Mono to the Wine community represents a calculated strategy that mirrors Microsoft’s ongoing commitment to open-source development. Wine, a compatibility layer that facilitates the operation of Windows applications on POSIX-compliant systems such as Linux and macOS, has been leveraging Mono code in various enhancements and fixes. By officially transferring the stewardship of Mono to WineHQ, Microsoft has adeptly alleviated any remaining worries regarding its oversight of the project.

For developers, this transition signifies that Mono will remain maintained and enhanced by the Wine community, ensuring its continued relevance in the cross-platform development landscape. However, Microsoft is also advocating for developers to contemplate transitioning their Mono-based applications to its contemporary .NET framework, which provides a more comprehensive and updated range of tools and libraries.

## A New Era for Mono and Wine

The contribution of Mono to the Wine community signifies the dawn of a new era for both initiatives. While Mono’s prominence in the broader .NET ecosystem may gradually lessen, its legacy as a groundbreaking framework for cross-platform development will persist. Meanwhile, the Wine community is now positioned to further incorporate Mono into its initiatives aimed at enhancing Windows application compatibility on non-Windows platforms.

As the tech landscape continues to transform, this initiative by Microsoft underscores the significance of cooperation and transparency in driving innovation. By entrusting the future of Mono to the Wine community, Microsoft has showcased its commitment to nurturing a vibrant and inclusive open-source ecosystem—one that ultimately benefits both developers and users.

In summary, the transition of Mono to the Wine community represents a promising development that guarantees the sustained relevance of this vital project. As the open-source community embraces this shift, developers can anticipate new avenues for cross-platform development and improved compatibility between Windows and non-Windows systems.

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SpaceX Strengthens Starship Launch Platform to Securely Accommodate 20-Story-Tall Rocket

### SpaceX’s Starship: The Journey to Swift Reusability and Lunar Aspirations

In the vast stretches of South Texas, SpaceX is expanding the frontiers of space exploration with its Starship rocket, the largest and most ambitious spacecraft ever constructed. In recent weeks, the company has been diligently implementing last-minute enhancements at its Starbase launch facility, gearing up for the next test flight of this enormous rocket. The launch pad, bustling with activity, has had workers employing welding tools and torches to make vital alterations for ensuring the upcoming mission’s success.

### The Vision: Capturing the Super Heavy Booster

One of the most groundbreaking components of SpaceX’s Starship initiative is its strategy for rocket recovery. In contrast to the Falcon 9 booster, which lands on ocean platforms or concrete surfaces with the help of landing legs, the Super Heavy booster—a vital element of the Starship system—will be taken hold of mid-air by mechanical arms extending from the launch tower. These arms, commonly known as “mechazilla arms” or “chopsticks,” are engineered to come together and seize the descending booster as it hovers above the launch pad.

This pioneering retrieval technique is anticipated to drastically decrease the turnaround time for reusing the booster while simplifying its design by removing the need for landing legs. SpaceX’s primary objective is to enhance the efficiency and cost-effectiveness of space travel, with the capacity for rapid reuse of rocket components being a fundamental milestone in reaching that aspiration.

### The Journey So Far: Test Flights and Insights Gained

SpaceX has successfully launched the nearly 400-foot-tall Starship rocket four times, with the latest flight in June 2024 marking a crucial milestone. During this flight, the Super Heavy booster achieved a precise splashdown in the Gulf of Mexico, while the Starship upper stage circumnavigated the globe before reentering the atmosphere over the Indian Ocean. Notably, both components of the rocket endured reentry, even though they were not retrieved.

The June test flight yielded crucial information that has shaped the ongoing enhancements to the Starship vehicle. For example, SpaceX has swapped out thousands of heat shield tiles on the Starship upper stage after onboard cameras showed that several tiles were stripped away during reentry. These enhancements are vital for the success of future missions as SpaceX gets ready to attempt a full recovery of the Super Heavy booster in the next flight.

### Preparing for the Next Flight: Enhancements and Hurdles

As SpaceX readies itself for the next Starship test flight, significant adaptations are being made to both the launch pad and the rocket. Livestreams from the site have displayed workers setting up structural reinforcements, termed “doublers,” on the catch arms, alongside the removal and addition of other components. These adjustments are crucial for guaranteeing that the catch arms can effectively and safely seize the Super Heavy booster.

The task is proceeding under difficult conditions, with temperatures in South Texas rising to the mid-to-upper 90s Fahrenheit during the day. To alleviate the heat, much of the work has been executed at night when temperatures are somewhat cooler. Despite these measures, the timeline for the forthcoming test flight remains unclear, as SpaceX awaits regulatory clearance from the Federal Aviation Administration (FAA).

### The Road Ahead: Towards Regular Space Travel

Once the essential upgrades are finalized and the FAA grants approval, SpaceX will conduct a full countdown rehearsal, stacking the Super Heavy booster and Starship upper stage and filling them with propellants. The forthcoming flight will serve as a key test of SpaceX’s capability to catch the Super Heavy booster, marking a significant milestone in the company’s effort to make space travel commonplace and economical.

Simultaneously with these efforts, SpaceX is also developing a secondary Starship launch pad at Starbase, with the intention of making it operational sometime next year. The company is further working on additional launch pads at Cape Canaveral, Florida, which will facilitate more frequent Starship missions. These advancements are integral to SpaceX’s wider strategy to enable a high flight frequency, essential for future expeditions to the Moon, Mars, and beyond.

### NASA’s Lunar Aspirations: Starship as a Lunar Lander

Although SpaceX’s Starship program is still in its initial testing phase, it has already garnered significant interest from NASA. The space agency has enlisted SpaceX to utilize Starship as a human-rated lunar lander for the Artemis initiative, which seeks to return astronauts to the Moon. Under this contract, SpaceX must prove its capability to transfer super-cold methane and liquid oxygen propellants between two Starships in orbit—a mission currently slated for early 2025.

This refueling functionality is crucial for long-duration missions to the Moon and Mars, as it will enable SpaceX to send a series of Starship refueling tankers to replenish the propellant tanks of the lunar lander in low-Earth orbit. According to SpaceX, each lunar landing mission

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Stylus Support for the Google Pixel 9 Pro Fold: Is Stylus Input Enabled?

**It’s Currently Not in the Cards: The Google Pixel 9 Pro Fold and Stylus Functionality**

The foldable smartphone arena is advancing quickly, with tech leaders like Samsung and Google pushing the limits of what mobile devices can achieve. Nevertheless, not all innovations find their way into every device, and at times, certain features are excluded—much to the dismay of eager consumers. This is the situation with the Google Pixel 9 Pro Fold, which, despite its numerous enhancements, lacks stylus support.

### No Stylus Functionality Available

When Google initially launched its foldable phone range, many tech aficionados anticipated that stylus functionality would be included. The concept of merging the adaptability of a foldable display with the accuracy of a stylus seemed like an ideal pairing. However, with the arrival of the Pixel 9 Pro Fold, it has become evident that stylus functionality is simply not available—at least for the time being.

The Pixel 9 Pro Fold, Google’s second-generation foldable, features a thoroughly revamped design that rectifies many of the flaws of its predecessor. Yet, in spite of these upgrades, the device lacks the capacity for stylus usage. This exclusion positions the Samsung Galaxy Z Fold 6 as the preferred option for consumers who value stylus capabilities in a foldable device.

### The Rivals: Samsung and OnePlus

Samsung has consistently been a frontrunner in the foldable smartphone sector, and the Galaxy Z Fold 6 continues to establish the benchmark. One of its notable attributes is its compatibility with the S Pen Fold Edition, a stylus specifically crafted for foldable displays. This characteristic has made the Galaxy Z Fold 6 a favored choice among professionals and creatives who require the accuracy that a stylus delivers.

OnePlus has also ventured into the foldable market with the OnePlus Open, which can technically accommodate a stylus. However, the only stylus compatible with the OnePlus Open is the Oppo Pen, which isn’t officially supported by OnePlus and must be imported. This makes the OnePlus Open a less appealing alternative for users seeking a hassle-free stylus experience.

### Why Is Stylus Support Absent?

The lack of stylus functionality in the Pixel 9 Pro Fold is disappointing for many, but it could be a strategic choice by Google. The company seems to be focused on maintaining its foldable devices as slim and lightweight as possible. Integrating stylus support would necessitate the addition of an “active digitizer” layer into the display, which could increase bulk and complexity.

For instance, the Galaxy Z Fold 6 employs an active digitizer to detect the tip of the S Pen Fold Edition. While this layer is extremely thin, it still contributes to the overall thickness of the device. Google may have determined that the compromise between stylus support and a sleeker design was not advantageous for the Pixel 9 Pro Fold.

### Looking Forward: The Pixel 10 Pro Fold

Although the Pixel 9 Pro Fold does not offer stylus support, there remains optimism for future Google foldables. Samsung did not introduce S Pen support for its foldable phones until the Galaxy Z Fold 3, which required a specially designed S Pen. If Google adopts a similar path, we could potentially see stylus support in the Pixel 10 Pro Fold or subsequent models.

Google has demonstrated a readiness to refine and enhance its devices based on consumer feedback, so it’s plausible that stylus support may be incorporated in the future. For the moment, though, users in need of a stylus will have to explore other alternatives.

### Conclusion

The Google Pixel 9 Pro Fold is a remarkable device in several aspects, featuring a sophisticated design and a wealth of AI-driven attributes. However, for those who were hoping to see stylus support, it’s simply not in the cards—at least not yet. As Google continues to improve its foldable device range, future models might include this sought-after feature. Until then, users will need to settle for other options such as the Samsung Galaxy Z Fold 6 or the OnePlus Open with an imported Oppo Pen.

In the constantly changing realm of technology, at times the features we desire most are just on the horizon. But for now, regarding stylus support on the Pixel 9 Pro Fold, we’ll have to wait and see what the future brings.

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