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Exploring Google DeepMind: How AI is Reshaping the Future
Google DeepMind is a leading artificial intelligence research lab dedicated to advancing the capabilities of AI to benefit humanity. Known for combining cutting-edge AI techniques with scientific exploration, DeepMind’s innovations range from solving ancient scientific mysteries to redefining the limits of machine learning.
This post explores the groundbreaking achievements of DeepMind, including the revolutionary AlphaGo and AlphaFold, two milestones that showcase its transformative impact across fields like technology and science. We’ll also look at how DeepMind continues to shape the future with projects like Gemini, setting the stage for the next generation of AI innovation.
DeepMind’s legacy of Groundbreaking Achievements
Google DeepMind’s reputation as a leader in AI research is built on a series of achievements, each of which has pushed the limits of what AI can do.
AlphaGo: Redefining AI's Potential
In 2016, AlphaGo made headlines by defeating the world champion Go player, a feat previously thought to be years beyond AI’s capabilities. Go, a strategy game with more possible moves than atoms in the universe, requires intuition, creativity, and long-term planning. AlphaGo’s success demonstrated the power of reinforcement learning and deep neural networks, setting a benchmark for AI’s ability to handle complex, abstract tasks.
AlphaFold: Revolutionizing Science
While AlphaGo captured public attention, AlphaFold changed the scientific world. By accurately predicting protein structures—a problem scientists had worked on for decades—AlphaFold has revolutionized biology. Its impact spans drug discovery, where understanding protein shapes is critical for designing effective treatments, to broader fields like agriculture and bioengineering. Researchers now use AlphaFold as a critical tool to accelerate innovation and tackle global challenges.
These achievements exemplify DeepMind’s ability to transcend disciplines and influence not just technology, but also science and society. They highlight AI's potential to solve problems that were once considered insurmountable, paving the way for new possibilities across diverse fields.
Gemini: The Future of Multimodal AI
One of DeepMind’s most exciting contributions to artificial intelligence is Gemini, a family of multimodal AI models designed to understand and generate text, images, code, and more. This technology represents the next step in AI evolution, allowing systems to operate across different types of data seamlessly.
Gemini’s power lies in its ability to combine multiple modalities into a single, cohesive framework. For example, it can process a text prompt, generate a visual representation of the idea, and then produce code to implement it. This versatility opens up countless applications, from creative industries to technical fields like data analysis and engineering.
The development and deployment of Gemini is supported by platforms like Google AI Studio and Gemini Studio, which provide environments for developers to experiment, prototype, and build AI-powered applications. These tools make advanced AI capabilities more accessible, making it straightforward to integrate Gemini into real-world projects.
A practical application of Gemini is its use in streamlining workflows. Creative professionals can use it to rapidly prototype visuals, generate captions, or refine their designs, while software developers might employ its coding capabilities to debug or optimize their projects. By bridging these disciplines, Gemini encourages innovation across industries.
With Gemini, DeepMind is not just advancing AI but redefining how we interact with it. By seamlessly integrating multimodal capabilities into a unified system, it’s paving the way for more intuitive and powerful applications in both personal and professional contexts.
DeepMind’s Broader Contributions to AI
Beyond its high-profile achievements, Google DeepMind is driving advancements across the AI spectrum, from pioneering research to real-world applications. Its contributions span multiple disciplines, including reinforcement learning, natural language processing, and computer vision, creating tools that redefine what AI can achieve.
Reinforcement Learning: Building Smarter Systems
DeepMind has been a pioneer in using reinforcement learning to teach AI how to solve complex problems through trial and error. This approach, famously used in AlphaGo, has broader implications. For instance, reinforcement learning is now being applied to optimize supply chains, improve autonomous systems, and tackle climate challenges like energy efficiency.
Natural Language Processing and Conversational AI
DeepMind’s work in natural language processing has led to AI systems that can better understand and generate human-like responses. These advancements are helping to create more accurate translation tools and sophisticated conversational assistants capable of handling complex queries.
AI Safety and Ethical Development
Recognizing the challenges that come with AI’s rapid evolution, DeepMind is heavily invested in ethical AI research. Its initiatives focus on ensuring fairness, reducing bias, and building transparency into AI systems. Collaboration with organizations like Google AI Studio makes these tools more accessible while adhering to responsible development practices.
DeepMind’s projects also include collaboration with global organizations to apply AI to societal challenges. From healthcare innovations, like predicting patient outcomes, to addressing environmental sustainability, DeepMind demonstrates how AI can drive progress on pressing global issues.
The Future of AI with DeepMind
Google DeepMind’s trajectory points to a future where artificial intelligence becomes a cornerstone of innovation across industries. Its work not only solves today’s challenges but also lays the groundwork for transformative advancements that could redefine entire fields.
Expanding AI’s Role in Healthcare and Science
Building on the success of AlphaFold, DeepMind is exploring ways to use AI for early disease detection, personalized medicine, and drug discovery. For instance, its models could analyze vast datasets to predict patient outcomes or identify new treatments, revolutionizing how healthcare systems operate. In science, AI could accelerate breakthroughs in climate modeling or renewable energy optimization, addressing some of the world’s most urgent issues.
Shaping the Future of Autonomous Systems
DeepMind’s work in reinforcement learning has far-reaching implications for autonomous systems. From self-driving vehicles to AI-driven logistics and supply chain management, these systems could become more efficient, adaptable, and reliable. This presents possibilities for industries like transportation, manufacturing, and energy.
AI as a Creative and Collaborative Partner
Gemini and similar technologies are pushing the boundaries of what AI can do in creative and collaborative contexts. Imagine AI tools that co-create designs, compose music, or write complex scripts alongside humans. DeepMind’s focus on multimodal AI models points to a future where technology and creativity seamlessly intertwine, enhancing both personal and professional pursuits.
Balancing Innovation with Responsibility
As AI’s potential grows, so do concerns around its ethical use. DeepMind’s commitment to building safe, fair, and transparent AI systems ensures that these technologies are developed with societal impact in mind. By collaborating with organizations and governments, DeepMind is helping shape policies and frameworks that prioritize ethical AI deployment.
Google DeepMind’s journey has been nothing short of transformative, setting new standards for what artificial intelligence can achieve. Looking ahead, the possibilities for DeepMind’s technologies are immense. AI systems could design sustainable cities, create personalized education plans, or tackle climate change with unprecedented precision. The combination of creativity, collaboration, and technical brilliance positions DeepMind as a leader in the next wave of AI innovation.
To explore the latest advancements in AI and its applications, having the right tools is essential. Devices like the Swift 14 AI Laptop offer the speed and reliability needed for professionals working on AI-driven projects or simply navigating today’s tech-heavy workflows.
For more insights into AI trends and transformative technologies, subscribe to the Acer Corner email digest. Stay informed with expert analysis and updates on the innovations shaping our future.
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About Maxine Sheppard: Maxine is a writer and editor who specializes in topics ranging from travel, tech and music to wildlife and design. When not writing, you might find her driving through a national park with the radio on loud.
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Best Copilot+ PC AI Laptops from Acer to Give Your Loved Ones This Christmas
In the run up to Christmas, many of us run around like headless turkeys, searching for the perfect Christmas gifts for our loved ones. ’Tis the season to be jolly, ‘tis not the season to stress about Christmas gifts. Here at Acer Corner, like modern-day Santa’s elves, we’ve done the hard work for you. We’ve already found the best Acer Copilot+ AI laptops for your loved ones. So deck the halls with boughs of holly and give your friends and family the gift of artificial intelligence this winter.
First unveiled in mid-2024, Copilot+ PCs are the new era of lightweight, on-the-go laptops designed to make life on and off screen easier and more enjoyable. In practical computing terms, giving your loved ones a Copilot+ PC means gifting them laptops that can run for up to 29 hours between charges. On top of this, AI enhanced capabilities allow users to create, communicate, study, and work more efficiently than ever before.
If you’re wondering what we’re on about, read on and we’ll explain the AI tech-jargon to make you an undisputed fount of AI PC knowledge. Once we’ve covered the Copilot+ PC basics, we’ll unveil some great holiday gifts. The Yuletide treasure we’ve got in store is Acer’s Swift 14 AI laptop. What’s more, we’ll also help you choose between Intel, AMD or Qualcomm versions of this groundbreaking laptop. Let’s get stuck in
What is a Copilot+ PC?
As promised, we’ve got Christmas cheer and all the answers to your AI and Copilot laptops questions. If you’re a Windows user, chances are you’ve used Microsoft’s very own AI assistant, Copilot. This is where the terminology gets slightly confusing because Copilot+ PCs are very much equipped with Copilot, but it is not their defining feature.
Without getting overly technical, Copilot+ PCs are laptops that feature next-gen AI-infused hardware and software, as well as a suite of new Windows capabilities, and as we mentioned above, up to 29 hours of battery life.
So, how does it work?
Well, in addition to the brain of the computer, the CPU (central processing unit), and the creative specialist, the GPU (graphics processing unit), Copilot+ PCs also have NPUs (neural processing units) designed to power AI applications and services.
While most of our AI experiences currently rely on the cloud for off-device processing, super brains, NPUs enable on-device AI innovation, delivering the fastest, smartest Windows PCs in history.
Cloud-based AI apps, LLMs (large language models) like ChatGPT are trained on data from every Tom, *****, and Harry with a smartphone and question. An on-device NPU handles AI and ML (machine learning) tasks in the PC, essentially training it on your preferences and data, bringing secure AI enhancements to all of your daily computing tasks.
Think of the NPU as a dedicated AI personal assistant, providing consistent, tailored support around the clock, in contrast to a cloud-based AI helpline, which may or may not fully understand your needs.
What is an AI PC?
The classification of AI PCs vs regular old PC’s is a recent phenomenon. While there are a few schools of thought as to what actually constitutes an AI PC, the classification essentially revolves around the presence and power of the NPU.
To be considered an AI PC, computers must possess an NPU, the dedicated neural engine we just discussed. NPU processing power is measured in TOPS (trillion operations per second). At the time of writing, AI PCs generally have a capability of 35-60 TOPS, while Copilot+ PCs must be capable of over 40 TOPS.
Three great holiday gifts from Acer’s little helpers
The Swift 14 AI laptop is a future-ready Copilot+ PC that will be the talk of Tinseltown and other places as well, this Christmas. While they feature different processors, the three laptops below share several great features.
* Display: Let’s start with the display, after all that’s what the lucky recipient will be looking at the most! Both Intel and AMD models boast WUXGA (Wide Ultra Extended Graphics Array) 14-inch touchscreens with a 60 Hz refresh rate (the display refreshes 60 times per second). The Qualcomm model offers slightly more screen real estate, providing a 14.5-inch WQXGA (Wide Quad Extended Graphics Array) display with a 120 Hz refresh rate, perfect for casual gaming.
* Portable adaptability: These laptops are stunningly portable, weighing 2.91 lb (Intel model), 2.95 lb (AMD model), and 3.20 lb (Qualcomm model). Wherever you roam, these AI PCs won’t drag you down, and the touchscreen display opens a full 180 degrees, adapting to all work and play styles. Let’s check out the different models so you can decide which one could be the perfect gift for your loved one this Christmas.
1. Swift 14 AI (Intel)
The Swift 14 AI Laptop - SF14-51T-75AF features an omnipotent Intel® Core™ Ultra 7 258V processor. This powerful piece of kit has an impressive processing speed of 2.20 GHz that can be overclocked to 4.80 GHz. Graphics are capably handled by the shared Intel® ARC™ 140V Graphics system, meaning that content streaming, editing and casual gaming are all options on this laptop.
This model has it all: 32 GB standard memory, as well as a whole Terabyte (1 TB) of SSD storage. Available for $1,299.99 in Steam Blue color, the Swift 14 AI features Windows 11 Home as standard, so don’t be a Scrooge and get your loved ones something unique this Christmas.
2. Swift 14 AI (AMD)
Swiftly moving on to our next festive treat, the Swift 14 AI Laptop - SF14-61T-R49D is an AMD powered beast that will give you a performance boost this winter and beyond. Featuring AMD's brand new Zen 5 architecture, Acer’s Swift 14 AI AMD model represents power and great value for money at $1,199.99. Equipped with an AMD Ryzen™ AI 9 365 processor and AMD Radeon™ 880M graphics, this laptop delivers high frame rates, as well as ultra-low latency, perfect for casual gaming.
In terms of NPU power, AMD’s XDNA™ 2 NPU architecture serves up to 50 TOPS, delivering 3 times the performance of the 8040 series and up to double the power efficiency. If you’re curious about this model, check out this deep dive into the Swift 14 AI AMD.
3. Swift 14 AI (Qualcomm)
Our final contender for the best Christmas gift of 2024 is the Swift 14 AI Laptop - SF14-11T-X6DD. Powered by the highly commendable Qualcomm® Snapdragon™ X Plus Oryon processor, this laptop delivers 3.40 GHz of raw processing power. Qualcomm Adreno GPU shared memory graphics coupled with the 2560 x 1600 resolution equals a fresh world of vibrant visuals, for work creativity and streaming.
16 GB standard memory and 1 TB SSD storage will take care of all the work you can handle. All of the Swift 14 models safeguard your digital life, too, with biometric security and advanced privacy features. This model is a real bargain, recently reduced from $1,099.99 to $899.99, so get one before they’re all gone!
Shared Copilot+ features
While the three Swift 14 AI models above each have their own unique features, they share several AI-infused task-busting capabilities:
* Copilot is your everyday AI-powered assistant that’s easily accessible via a single press of the Copilot key.
* Recall provides an explorable timeline of your laptop. Scroll through time to return to apps, documents, or messages that you need. Trouble trying to remember when something happened? No worries, it can be found by describing any clues you remember in Recall.
* Live Captions is your new multilingual AI interpreter and translator. This app provides automatic speech captions and real-time translations of any live or pre-recorded video from 44 languages into English.
* Cocreator lets you blossom into the artist you’ve always wished to be. Crank-up your imagination and creativity via visual or written prompts on the Swift 14 AI’s great touchscreen.
Have a Merry Christmas
https://www.youtube.com/watch?v=V7osv7Xz-ig
We hope that this article has shed some light onto the world of AI PCs and Copilot+ PCs. While Copilot+ PCs are a groundbreaking technology, with a bit of research, they’re not that daunting at all. Hopefully, now you’re clear about the differences between NPUs and CPUs, and even have some concept of TOPS and the benefits on-device AI processing power can bring to your computing game. Do take a moment to check out the Swift 14 AI models we discussed above, and make someone very happy this Christmas with a gift they’ll truly cherish.
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Mighty Morphin Power Rangers: Rita's Rewind—A Modern Take on 90s Arcade Action
The Mighty Morphin Power Rangers franchise has been a beloved staple of pop culture since its debut in the early 1990s, combining action, adventure, and a unique blend of martial arts with teenage drama. The original series introduced viewers to a group of teenagers who transform into the Power Rangers to battle evil forces, primarily led by the notorious Rita Repulsa. Over the years, the franchise has expanded to include numerous television series, movies, merchandise, and video games, maintaining its popularity across generations.
Is there a new Power Rangers coming out? Yes, there is. From Digital Eclipse and Hasbro, the upcoming video game, Mighty Morphin Power Rangers: Rita's Rewind, offers nostalgic elements for long-time fans as well as fresh content for new audiences.
Storyline
Mighty Morphin Power Rangers: Rita's Rewind introduces an original plotline where players face off against Robo-Rita, a robotic incarnation of Rita Repulsa. In a twist that plays on time travel, Robo-Rita teams up with her younger self to rewrite history and thwart the formation of the Power Rangers. Rita's time-manipulation schemes serve as the narrative catalyst, creating opportunities for players to explore alternate timelines and potential "what-if" scenarios. This approach not only adds replay value but also provides fans with a fresh perspective on the well-known Power Rangers mythology.
Gameplay
https://youtu.be/vVNQhcYtO34?si=4m1qJv4vcEzqGWTp
One of the most exciting aspects of Mighty Morphin Power Rangers: Rita's Rewind is its genre-blending approach. This co-op game combines side-scrolling beat 'em up action with arcade-style shooting and driving sequences. This mix of gameplay styles promises to keep players engaged and entertained, offering a variety of challenges and experiences within a single title.
Adding to the nostalgic appeal, players will have the opportunity to pilot the original Dinozords and the Megazord. These iconic giant robots played a crucial role in the original series. Additionally, the Green Ranger, a beloved character from the franchise, will be unlockable, further enhancing the nostalgic experience.
Players will have the opportunity to control members of the original Power Rangers team: Jason (Red Ranger), Kimberly (Pink Ranger), Zack (Black Ranger), Trini (Yellow Ranger), and Billy (Blue Ranger). Each character comes with unique abilities that reflect their personalities and fighting styles from the show. The voice cast includes seasoned actors such as A. J. LoCascio as the Red Ranger and Cristina Vee as the Pink Ranger.
The co-op gameplay emphasizes teamwork and strategy, as players must coordinate their attacks and special abilities to overcome challenging enemies and bosses. Players can team up locally or online to take on the role of their favorite Power Rangers and battle through various stages filled with Rita Repulsa's minions. Each Ranger has unique skills and powers, encouraging players to work together and utilize their strengths to progress through the game.
The game supports both local and online co-op, allowing players to team up regardless of their physical location. It's worth noting that online play will support two players on PlayStation and Steam, while Xbox and Nintendo Switch versions will not have online co-op enabled at launch because of technical issues. However, Xbox and Switch players can look forward to two-player online play within a few weeks after the game's release, with additional player support for all versions arriving shortly thereafter. Offline play will remain fully accessible and playable in couch co-op mode.
Visual and Audio Appeal
The game's visuals feature hand-drawn pixel art, paying homage to the classic 90s aesthetics that defined the original Mighty Morphin Power Rangers. Character models are designed to be recognizable to fans while incorporating detailed textures and animations that meet contemporary gaming standards. The visual style draws inspiration from the practical effects and vibrant color palette of the original show, creating a nostalgic yet refined presentation.
A great soundtrack can elevate a game's experience, and Mighty Morphin Power Rangers: Rita's Rewind delivers on this aspect with a score composed by Sean Bialo (also known as CosmicGem). He has worked on music for other video games, including Teenage Mutant Ninja Turtles: Shredder's Revenge, and it would be no surprise to see his high-octane compositions complement the Power Rangers game’s nostalgic vibe perfectly.
Mighty Morphin Power Rangers: Rita's Rewind Platforms
The game will be available on multiple platforms, including PlayStation 4 and 5, Xbox, Nintendo Switch, and PC via Steam, ensuring that players across various systems can join in the fun. Fans eagerly anticipating this new adventure won't have to wait long; the Mighty Morphin Power Rangers: Rita's Rewind release date is on December 10, 2024 for the Xbox, PlayStation, and Steam versions. For Nintendo Switch players, the game will be available on December 19, 2024.
For PC gamers looking for a suitable machine, the Nitro V 15 Gaming Laptop is an excellent option. It's well-equipped to run the new Mighty Morphin Power Rangers game smoothly, thanks to its powerful Intel Core i7-13620H processor and NVIDIA GeForce RTX 4050 GPU. With 16 GB of DDR5 RAM and a 512 GB SSD, it provides more than enough speed for an enjoyable gaming experience.
For a visual preview of the new Power Rangers video game, you can watch the official release date trailer below:
https://youtu.be/s7wSPJZPqas?si=CH8g3Sz2k7JobLmu
Interested in receiving news and insights about gaming, AI, Acer product guides, and all other things tech? Subscribe to the Acer Corner Email Digest now.
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About Lalaine Capucion: Lalaine has been working as a freelance writer and editor for more than 12 years, focusing on lifestyle, travel, and wellness. When she isn’t writing, she's most likely curled up with a good book or trying out a new recipe in the kitchen. She lives in Metro Manila, Philippines.
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The Team Fortress 2 Bot Problem and Can the Game be Saved?
The Save Team Fortress 2 movement is a passionate community-driven campaign aimed at resolving a persistent issue that has plagued the game for years: a massive influx of cheating bots. These bots have disrupted gameplay, frustrated players, and led to widespread dissatisfaction with Valve’s response. The movement seeks to bring attention to the crisis, urging Valve to implement the necessary fixes and restore Team Fortress 2 to the enjoyable experience it once was.
What is Team Fortress 2?
Team Fortress 2 (TF2) is a multiplayer first-person shooter developed by Valve, released in 2007 as part of The Orange Box, alongside titles like Half-Life 2 and Portal. With its class-based combat, cartoonish art style, and humor, TF2 quickly became a standout in multiplayer shooters. Its mix of strategy and chaotic team-based gameplay made it one of the most beloved games in the genre.
In 2010, Valve introduced the Mann Co. Store, allowing players to buy cosmetic items like hats and skins, many of which were community-created. This revolutionized free-to-play games and set the stage for modern cosmetic-driven economies. TF2’s vast inventory of cosmetics became a defining feature, giving players freedom to customize their characters.
TF2 also helped solidify The Orange Box as a legendary game collection. Ongoing updates, community content, and a dedicated player base have kept it relevant for nearly two decades, but the current bot crisis now threatens the future of this iconic title.
What is the Team Fortress 2 bot crisis?
For the past five years, Team Fortress 2 has been plagued by a bot crisis severely affecting casual servers. These bots, mainly aimbots programmed for instant headshots and toxic behavior, have disrupted the player experience, turning servers into frustrating battlegrounds where fair play is rare.
The issue goes beyond cheating—malicious individuals known as bot hosters use bots to troll, scam, and harass the community. They flood servers with aimbots, ruin games, and demoralize players, even advertising immunity services to the bots they control. Some have used in-game chat to spread hate speech, dox players, and commit more severe acts like DDoS attacks and swatting.
This relentless infestation has driven players away, tarnishing TF2’s once-legendary reputation. Veteran players avoid casual servers, while new players face a harsh introduction. The bot crisis not only threatens the game's mechanics but also the integrity of its vibrant community. Once considered a timeless masterpiece, many now question if TF2 can thrive without immediate intervention.
The birth of the Save TF2
As the bot crisis worsened, the Team Fortress 2 community took matters into their own hands. What began as isolated complaints and frustrated forum posts soon evolved into a unified effort to bring attention to the state of the game. The community's passion for TF2, combined with the growing frustration over the bot infestation, culminated in the creation of the Save TF2 campaign.
This initiative first gained traction on social media, where players began using hashtags like #SaveTF2 and #FixTF2 to spread awareness about the ongoing issues. Fans flooded platforms like Twitter, Reddit, and YouTube with videos, screenshots, and personal anecdotes illustrating the severity of the bot problem. Some prominent members of the TF2 community, including streamers and YouTubers, amplified the message, pushing it further into the gaming spotlight.
A key moment in the campaign’s early days was the creation of a petition urging Valve to act. This petition quickly garnered tens of thousands of signatures, reflecting the widespread frustration within the player base. The petition, along with organized online protests, served as a rallying cry for change, giving the cause momentum. What once seemed like scattered outcry from individual players became a coordinated push to get their favorite game fixed.
The Save TF2 campaign not only highlighted the community’s deep love for the game but also their unwillingness to let it die due to neglect. Players weren’t asking for new content or expansions—they simply wanted the game’s casual servers to be free from bots so that both new and old players could enjoy the TF2 experience as it was intended.
Valve’s response to the Team Fortress 2 bot issue
While Valve has not remained entirely silent in the face of the bot crisis, their response has been slow and often seen as insufficient by the community. Over the past few years, Valve has released sporadic updates aimed at curbing the bot issue. These updates have included minor tweaks to the game’s anti-cheat systems and attempts to limit the functionality of bots, such as disabling text and voice chat for new and free-to-play accounts. However, despite these efforts, the bot problem has continued to persist and, in many cases, worsened.
Valve’s actions have largely been seen as reactive rather than proactive, addressing the symptoms of the bot crisis without delivering a long-term solution. The patches and updates that were implemented temporarily reduced the number of bots in casual servers, but the underlying vulnerabilities remained, allowing bot hosters to adapt and continue their disruptive activities.
These small steps did little to reassure the player base that Valve was committed to fully solving the problem. As a result, the community’s frustration grew, and it became clear that more comprehensive solutions were needed to save Team Fortress 2 from the bot epidemic. This is what ultimately led to the Save TF2 movement gaining momentum, with players demanding a stronger, more focused effort from Valve to ensure the game’s future.
A petition book delivered to Valve
As the bot crisis dragged on, the Save TF2 movement reached a pivotal moment in its fight to save the game. On September 7th, 2024, the Team Fortress 2 community delivered a petition to Valve’s headquarters, containing over 340,000 signatures from players around the world. The petition, bound into a 600-page book, symbolized not only the collective frustration of the player base but also their enduring love for the game.
This petition was a culmination of months of organizing, with fans rallying to raise awareness and demand action. The signatures represented a unified call for Valve to prioritize fixing the bot crisis, ensuring the game remains playable for both new and veteran players alike. The book's delivery was a powerful gesture, emphasizing the sheer size of the community affected by the ongoing issues and the urgency of the situation.
The impact of the petition was immediate. In the weeks leading up to its delivery, Team Fortress 2 saw a significant reduction in bots across casual servers, with many players noting that the game had been relatively free of cheating for over two months—the longest stretch in years. While it’s unclear whether this was a direct result of the community’s pressure or Valve’s behind-the-scenes efforts, the petition served as a crucial reminder of how much the game means to its fanbase.
With the signatures now in Valve’s hands, the community remains hopeful that this milestone will mark the beginning of sustained improvements to Team Fortress 2’s casual servers. The delivery of the petition was not just a demand for action, but a testament to the community’s loyalty to a game that has brought joy to millions for nearly two decades.
The future of Team Fortress 2
With the petition delivered and bot activity reduced, the future of Team Fortress 2 remains uncertain. While recent improvements offer hope, the game’s long-term survival hinges on Valve’s commitment to addressing the bot crisis. Players are looking for lasting solutions, such as improved anti-cheat systems and better moderation, to keep the game enjoyable.
The community, known for creating fan-made content like maps and cosmetics, has the potential to keep TF2 thriving—but only if Valve stays actively involved. The passion from the player base is undeniable, yet it’s Valve’s willingness to invest time and resources that will determine whether TF2 can make a true comeback or continue its slow decline.
The Save TF2 movement has shown that the game still has a dedicated fanbase, but its future now depends on Valve’s response to the community’s call to preserve the game’s legacy. I believe Valve will rise to the occasion.
P.S. Valve, if you are reading this, please fix Deadlock as well.
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How to Factory Reset Windows 11: A Step-by-Step Guide
A sluggish system, persistent errors, or a malware attack can make even the best PCs feel like a chore to use. For Windows 11 users, a factory reset or system restore can offer a quick path back to a functional and reliable system. Whether you’re looking for a fresh start or just need to undo some recent changes, these tools can be invaluable for troubleshooting and optimization.
However, understanding the difference between a factory reset and a system restore is crucial to choosing the right solution for your needs. In this guide, we’ll explain these options, show you when to use them, and walk you through the steps to reset your Windows 11 PC while keeping your data safe.
Factory Reset vs. System Restore: What’s the Difference?
At first glance, a factory reset and a system restore might seem similar, but they serve different purposes and have distinct outcomes.
Factory Reset
This process returns your PC to its original state, as it was when you first bought it. All personal files, installed apps, and custom settings are erased, providing a completely clean slate. A factory reset is ideal for major issues like malware infections or preparing your device for resale.
System Restore:
A system restore, on the other hand, rolls your PC back to a specific point in time without affecting your personal files. It’s a great option for addressing issues caused by recent software updates, driver installations, or configuration changes. While it doesn’t provide a clean slate, it can quickly reverse problematic changes and restore stability.
Preparing Your Data Before Resetting or Restoring
Before initiating a factory reset or system restore, it’s essential to safeguard your data. Losing files, photos, or important documents can be frustrating, so taking a few precautionary steps can make the process smoother.
Backing Up Your Files
Start by identifying critical files you want to save. Tools like OneDrive and Google Drive are excellent for cloud storage, while an external hard drive provides a reliable offline backup option. Ensure you back up:
* Personal documents and spreadsheets
* Photos, videos, and music libraries
* Game saves or specialized software settings
* Browser bookmarks and saved passwords
* Emails and contacts
Export Application Settings
Some apps, like design or gaming software, allow you to export custom settings or profiles. Take advantage of these features to avoid reconfiguring everything post-reset.
Special Considerations for Gamers
For gamers, resetting a system can be especially daunting due to the need to reinstall games and restore settings. After completing a factory reset, having a device optimized for performance can make the process of reinstallation and configuration much smoother. The Nitro V 15 Gaming Laptop offers powerful performance and ample storage, ensuring you can get back to gaming with minimal delays.
By preparing your data thoroughly, you can reset or restore your system with peace of mind, knowing your critical files are secure and ready for reinstallation.
How to Factory Reset Windows 11
Resetting your Windows 11 device is straightforward, thanks to its user-friendly recovery features. Here’s a step-by-step guide to perform a factory reset:
1. Access the Settings Menu
a. Open the Start Menu and click Settings.
b. Navigate to System and select Recovery from the left-hand menu.
2. Choose the Reset Option
a. Under the Recovery options section, click Reset this PC.
b. Select between:
i. Keep my files: Retains your personal files but removes apps and settings.
ii. Remove everything: Erases all data, including files, apps, and settings, for a clean slate.
3. Select Reinstallation Method
a. Cloud download: Downloads the latest version of Windows for reinstallation (requires an internet connection).
b. Local reinstall: Uses existing system files to reset your PC without downloading.
4. Follow the Prompts
a. Confirm your choices and click Next to begin the reset process.
b. Your PC will restart and initiate the reset, which may take up to an hour depending on your system.
Tips for Troubleshooting
If you encounter issues accessing the settings menu, use Windows Recovery Mode by holding the power button while restarting. From there, navigate to Troubleshoot > Reset this PC to access the same options.
Post-Reset Tips to Optimize Your System
Once your factory reset is complete, a few steps can help you get your system running smoothly again:
Restore Backups
Reintroduce your backed-up files and reconfigure your settings. Use cloud services or external drives to quickly retrieve important documents, photos, and application data.
Update Windows
Ensure your system is fully updated by checking for updates in Settings > Windows Update. This will install the latest drivers, security patches, and features.
Reinstall Essential Apps
Begin with productivity tools, browsers, and antivirus software to ensure your PC is functional and secure. For gamers, focus on reinstalling launchers like Steam or Epic Games Store to restore your library.
Looking ahead, maintaining a streamlined and optimized system is key to productivity and performance. For more tips on using technology to your advantage, subscribe to the Acer Corner email digest.
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About Maxine Sheppard: Maxine is a writer and editor who specializes in topics ranging from travel, tech and music to wildlife and design. When not writing, you might find her driving through a national park with the radio on loud.
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Acer Barcelona - Exploring in Sophistication
Whether you are going on a short city break or jetting off for a family vacation, personal belongings like clothes, shoes, or that book you have been meaning to read must be kept safe in a suitcase or travel bag. Some travelers prefer to travel light, packing only their essentials in a lightweight carry-on case, while others like to pack more items and be prepared for every eventuality. Either way, Acer has a luggage option for every kind of traveler. Let’s take a look at how you can explore in sophistication with Acer Barcelona luggage options.
1. Acer Barcelona Carry-on Luggage 20” - Crystal Pink
The crystal pink Acer Barcelona Carry-On Luggage 20” is an excellent choice for those looking for a stylish case to take onboard an aircraft. It features an innovative front-opening design that allows travelers to pack items vertically and more efficiently, with a dedicated protective pocket for a laptop. The Acer Barcelona carry-on luggage case also has silent 360-degree wheels so users can slide their case effortlessly through airports and narrow plane aisles. The case is made from 100% sustainable and eco-friendly recycled polyester, so users can look elegant while being kind to the environment.
Specifications
* Height: 21.1” (53.59 cm)
* Width: 14” (35.56 cm)
* Depth: 8.1” (20.57 cm)
* Weight (approx.): 6.83 lbs (3.09 kg)
* TRA approved lock
* Warranty: limited warranty agreement applies
2. Acer Barcelona Luggage 25" - Midnight Black
Slightly larger in size, the 25” (63.5 cm) Acer Barcelona luggage is an ideal choice for going the distance on longer trips. It's beautiful and sleek design conjures images of Barcelona, where art meets fun. The case is also extendable, giving users extra room for spontaneous purchases while on vacation. Available in a range of colors, including stunning midnight black, the case has four built-in pouches to keep items separate while on the move.
Specifications
* Height: 26.77” (67.99 cm)
* Width: 17.71” (44.98 cm)
* Depth: 9.84” (24.99 cm)
* Weight (approx.): 9.47 lbs (4.29 kg)
* TRA approved lock
* Warranty: limited warranty agreement applies
3. Acer Barcelona Luggage 28" - Shell White
Need an even bigger case for long-haul travel? No problem! The 28” Acer Barcelona luggage is perfect for traveling in style on lengthier trips. Made from sustainable recycled polyester, the case is durable and easy to clean. Its front-opening design lets travelers maximize storage space, closing comfortably even when full. Moreover, the 360-degree silent wheels make it easy to pull, reducing the strain of lugging around a heavy suitcase.
Specifications
* Height: 30.31” (76.98 cm)
* Width: 20.86” (52.98 cm)
* Depth: 12.2” (30.98 cm)
* Weight (approx.): 12.56 lbs (5.69 kg)
* TRA approved lock
* Warranty: limited warranty agreement applies
Bag stress-free travel with Acer Barcelona luggage
Travel without the stress of an unreliable suitcase with the Acer Barcelona luggage range. Each case is available in various colors and offers multiple storage pouches for maximum capacity. The carry-on case even has a handy protective pocket for a laptop, allowing users to store their devices without worry. The Acer Barcelona range of luggage cases has undergone rigorous testing, such as drop, vibration, and roll tests to ensure they can withstand frequent travel. They adhere to CNS15331 specifications, giving users ultimate peace of mind while on the road. Check out the Acer store and prepare for your next trip abroad today.
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HitPaw AI Video Enhancer: Elevate Your Media in Minutes
Video content has become an integral part of our lives—it’s how we consume content, tell stories, and capture memories. HitPaw AI Video Enhancer, recently renamed HitPaw VikPea, is one of the many online tools available to help anyone create high-quality videos. Powered by artificial intelligence (AI), it allows users to upscale low-resolution media, restore old footage, and enhance video quality with just a few clicks. Let’s take a closer look at its key features.
An Overview of HitPaw AI Video Enhancer
HitPaw AI Video Enhancer uses AI to significantly improve the quality of your videos, regardless of their original resolution or condition. Its intuitive interface caters to users of all skill levels, while its advanced algorithms ensure professional-grade results. This tool is useful for both creative projects and personal documentation.
The enhancer features several specialized AI models, each designed for specific enhancement needs. Let’s go through some of them:
* Denoise: This model reduces or removes background noise from various types of video content.
* AI Face: This model focuses on refining facial features in videos, including sharpening blurry faces. It’s optimized for human faces and is great for enhancing vlogs, interviews, and personal videos.
* Animation: Designed for cartoons, anime, and animated videos, this model turns clips into 4K resolution videos. Animators and animation fans can use this to restore or upscale their favorite content.
* Colorize: This model intelligently adds vibrant colors to black-and-white videos or enhances faded colors in older footage. It’s suitable for restoring historical content or adding artistic flair to vintage videos.
* AI Lightener: This model is tailored for brightening poorly lit videos.
https://www.youtube.com/watch?v=dM4E4_FdBeU
How to Use HitPaw AI Video Enhancer
HitPaw AI Video Enhancer is easy to install and use. Here’s a step-by-step guide:
1. Visit the official HitPaw website to download and install the software.
2. Launch the application and import the video you want to enhance.
3. Depending on the touch-ups your video needs, choose from the available AI models.
4. Preview the results to make sure you’re satisfied with the changes.
5. Export the enhanced video in your preferred format and resolution.
For the best experience with using AI-driven applications, equip yourself with an AI PC like the Acer Swift X 14 Laptop. This powerful OLED laptop is designed for creators and optimized to run AI tools efficiently.
The Advantages and Disadvantages of HitPaw AI Video Enhancer
HitPaw AI Video Enhancer offers numerous benefits, including a beginner-friendly interface that eliminates the learning curve often associated with video editing software. Its advanced AI algorithms enhance videos with remarkable accuracy, increasing the sharpness, clarity, and resolution without manual intervention. It also has a batch processing capability, saving users time when working on large-scale projects and enhancing multiple files at once. The tool supports multiple input and output formats, which lets users enhance various types of media.
The enhancer has some limitations. A review noted that enhancing a video can take a long time, especially when upscaling to 4K. There’s no option to pause and restart the process or save any changes before exporting. Additionally, you can only run one AI enhancement model at a time.
How Different Types of Users Can Make the Most of HitPaw AI Video Enhancer
Content creators can enhance video quality for various platforms, including YouTube, Instagram, and TikTok. Upscaling their videos to 4K creates a polished, professional look that can captivate audiences and lead to more engagement. Similarly, brands and marketers can use HitPaw to ensure video ads, social media posts, and promotional materials stand out with excellent resolution and clarity.
For videographers, HitPaw AI Video Enhancer can come in handy during post-production. Whether it’s cleaning up noise from low-light footage or restoring old videos for clients, the tool provides high-quality results in less time. It also allows film enthusiasts to preserve classic films or colorize old footage.
Meanwhile, everyday users can turn to HitPaw for enhancing family videos and personal projects with minimal effort.
HitPaw AI Video Enhancer’s Pricing and Plans
HitPaw offers monthly subscriptions, annual plans, and lifetime licenses. Individuals can get a standard plan, while teams or businesses can sign up for a pro subscription with additional functionalities.
The HitPaw website also gives you the option to buy access to a single tool or pay for the full suite of video, photo, and audio enhancement platforms. There are weekly, monthly, and yearly subscriptions.
With these pricing plans, you have the flexibility to purchase the video enhancer for short-term projects. Free trials are also available, allowing you to explore the video enhancing features before buying a plan. However, you cannot export videos or do batch processing with the free version.
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About Micah Sulit: Micah is a writer and editor with a focus on lifestyle topics like tech, wellness, and travel. She loves writing while sipping an iced mocha in a cafe, preferably one in a foreign city. She's based in Manila, Philippines.
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Gamescom to Tokyo Game Show: Biggest Gaming Events in 2025
As the year draws to a close, the gaming community eagerly anticipates the grand finale: The Game Awards 2024. This annual celebration not only honors the year's standout titles but also offers a glimpse into the future of gaming. The upcoming year is brimming with a diverse array of gaming conventions worldwide, promising a tapestry of events that cater to gamers of all stripes. These gatherings provide platforms for developers to unveil their latest creations, for fans to engage with their favorite franchises, and for the gaming community to come together in celebration of their shared passion. As we look ahead, let's explore some of the most anticipated video game conventions set to make waves in 2025.
Taipei Game Show 2025
When: January 23–26, 2025
Where: Taipei Nangang Exhibition Center, Taiwan
Kicking off the new year's major gaming events, the Taipei Game Show bridges the gap between the business-to-business (B2B) and business-to-consumer (B2C) audiences, making it a crucial platform for industry professionals and gamers alike. Organized by the Taipei Computer Association, it starts with the Asia Pacific Game Summit (APGS), which features panel discussions and keynote speeches by industry leaders about emerging trends, technological advancements, and market insights within the gaming sector.
One of the highlights of the show is its vibrant B2C zone, which resembles an amusement park filled with engaging activities. Visitors can expect to explore various gaming genres, including mobile, console, and VR games. The event features unique attractions such as the "Indie House," which allows indie developers to showcase their work while providing attendees with hands-on experiences.
Meanwhile, the B2B zone facilitates business matchmaking opportunities for industry professionals, making it an essential platform for networking and collaboration.
Gamescom 2025
When: August 20–24, 2025
Where: Messe Cologne Confex Conference Centre, Germany
Europe's largest gaming trade fair and one of the world's biggest gaming conventions, with more than 335,000 physical visitors and 310+ million digital engagements in 2024, Gamescom attracts a diverse audience of gamers, developers, and media from across the globe. The 2025 event will commence with Geoff Keighley's Opening Night Live (ONL), a showcase anticipated to feature major game announcements and exclusive new game trailers. Notably, advertising costs for this segment have increased by approximately 25% compared to 2024, reflecting its growing prominence.
The event will also host the Gamescom Congress, focusing on the economic and cultural impact of gaming, alongside the Gamescom Invest Circle, which connects game studios with potential investors. With a strong emphasis on community engagement, Gamescom will feature cosplay contests, live-streaming events, and opportunities for fans to meet their favorite developers and influencers.
While specific titles have yet to be confirmed for Gamescom 2025, previous events have seen major franchises introduce new content or sequels. Given the ongoing development cycles within the industry, attendees can expect announcements related to popular series as well as innovative new intellectual properties (IPs). The excitement surrounding potential reveals adds an element of anticipation that fuels interest in attending.
PAX West 2025
When: August 29–September 1, 2025
Where: Seattle Convention Center, Washington
PAX West is a fan-centric event that prioritizes community interaction and grassroots engagement within the gaming world. It's part of a series of gaming events that include PAX East in Boston, Massachusetts, PAX Unplugged in Philadelphia, Pennsylvania, and PAX Aus in Melbourne, Australia. Known for its welcoming atmosphere, PAX West fosters connections among gamers through a variety of activities that celebrate all aspects of gaming culture.
Watch some of the highlights of the 2024 edition:
https://youtu.be/qH_JBtP8EUE?si=DZY8cr_zhbKBY8_k
For 2025, expect the massive Expo Hall to continue featuring an eclectic mix of indie developers alongside major studios, allowing attendees to discover hidden gems while also enjoying AAA titles. The programming includes live performances from bands that specialize in video game music, as well as panels that cover a diverse range of topics. In 2024, for example, there were panel discussions about game design and mental health in gaming communities.
PAX West also hosts tournaments across numerous genres, encouraging friendly competition among attendees of various demographics.
Tokyo Game Show 2025
When: September 25–28, 2025
Where: Makuhari Messe, Chiba, Japan
Organized by the Computer Entertainment Suppliers' Association (CESA) and Nikkei Business Publications, and sponsored by Japan's Ministry of Economy, Trade, and Industry (METI), Tokyo Game Show (TGS) is one of Asia's most significant gaming events. It showcases major publishers and developers, making it a comprehensive representation of the gaming landscape in Japan and beyond. This convention also uniquely highlights Japan's influential role in the global gaming industry while celebrating its distinct gaming culture.
The 2024 edition attracted upwards of 274,000 visitors to the physical venue, reflecting its enduring appeal. Tokyo Game Show 2025 is anticipated to continue this legacy, offering a platform for networking, entertainment, cultural celebration, and a glimpse into the future of gaming.
https://youtu.be/GexBMmcARW8?si=Tuh7KY8agEx6M2Pp
Attendees can expect booths from leading companies like Sony and Nintendo alongside smaller indie showcases. The event will feature exclusive gameplay demos and trailers for highly anticipated titles. Additionally, one of the standout aspects of TGS is its vibrant cosplay culture; fans come dressed as their favorite characters from games, creating a festive atmosphere that celebrates creativity. The convention also includes insightful panel discussions about topics such as game localization and market trends.
Brasil Game Show 2025
When: October 9–12, 2025
Where: Expo Center Norte, São Paulo, Brazil
The largest gaming convention in Latin America, the Brasil Game Show unites gamers, developers, and industry professionals, serving as a vibrant hub for gaming culture in the region.
Attendees can expect an impressive lineup of activities, including live tournaments that allow fans to compete in esports and other popular games. They can also participate in panels that spotlight Brazilian game developers, providing insights into their creative processes and challenges. The convention emphasizes hands-on experiences; visitors can try out new games and technologies from Brazilian and international companies before they’re released to the public.
In addition to gaming showcases, the Brasil Game Show promotes cultural exchange through workshops and discussions on game design and storytelling unique to Brazilian culture. And, as in other major video game conventions, cosplayers and live music are prominent fixtures. The 2024 event drew an estimated audience of 330,000 and featured exhibitors such as Nintendo, Sega, and Ubisoft.
Anticipation for Gaming Conventions 2025
While waiting for 2025 to usher in new gaming conventions, players might consider upgrading their setup in anticipation of games to be released next year. Computers like the Predator Helios 18 Gaming Laptop are an excellent option for PC players. With a powerful Intel® Core™ i9-14900HX processor, NVIDIA® GeForce RTX™ 4090 GPU, and 32 GB DDR5 SDRAM, it can handle the latest games and software with ease.
There aren't specific details yet from Blizzard Entertainment about BlizzCon 2025 or from the Entertainment Software Association (ESA) about E3 2025, or whether these events will even be taking place at all next year. Still, the excitement remains high among gamers about what lies ahead. Many other upcoming video game conventions promise fresh experiences, exclusive reveals, and engaging activities, ensuring fans have plenty to look forward to, whether attending in person or tuning in via livestream.
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About Lalaine Capucion: Lalaine has been working as a freelance writer and editor for more than 12 years, focusing on lifestyle, travel, and wellness. When she isn’t writing, she's most likely curled up with a good book or trying out a new recipe in the kitchen. She lives in Metro Manila, Philippines.
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How to Benchmark Your PC?
How to Benchmark Your PC: Understanding the Basics (Part 1)
What is benchmarking?
Benchmarking your PC is the process of testing and evaluating its performance to understand how well your hardware handles specific tasks. Whether you’re building a new gaming rig, optimizing your existing setup, or troubleshooting performance issues, benchmarking is a crucial tool in your arsenal.
But where do you begin if you’re new to benchmarking? This guide will help you start your journey by explaining what benchmarking is, why it matters, and the types of benchmarks you can run.
Why is benchmarking important?
Benchmarking has practical benefits beyond just satisfying curiosity. Here’s why you should consider it:
* Evaluate New Builds or Upgrades: If you’ve recently built a PC or upgraded a component, benchmarking can confirm whether the new hardware is performing as expected.
* Optimize Settings: Benchmarks allow you to tweak in-game or system settings to balance performance and visuals, especially for gaming.
* Detect Issues: Unexpected performance drops might indicate problems like overheating, driver conflicts, or hardware malfunctions.
* Compare Systems: Synthetic benchmarks provide scores you can compare against other systems online, helping you gauge where your PC stands.
Types of benchmarking
When it comes to benchmarking, there are two main approaches: synthetic and real-world tests. Each serves a different purpose, and understanding the distinction is key to using them effectively.
1. Synthetic Benchmarking
Synthetic benchmarks are standardized tests designed specifically to evaluate hardware performance. They simulate intensive workloads like 3D rendering, gaming, or multitasking to provide a consistent and repeatable result.
Advantages of Synthetic Benchmarks:
* Provide a clear, numeric score for easy comparison.
* Test specific aspects of hardware, such as single-core or multi-core CPU performance.
* Offer standardized conditions, eliminating variability.
Popular Synthetic Benchmarking Tools:
* 3DMark: Widely used for GPU benchmarking with tests like Fire Strike and Time Spy.
* Cinebench: Focuses on CPU rendering performance.
* PCMark 10: Evaluates overall system performance, including office tasks, video editing, and gaming.
2. Real-World Benchmarking
Real-world benchmarks focus on how your system performs during actual use, such as playing a game or editing a video. These tests use real applications rather than simulated scenarios, offering results that directly translate to everyday performance.
Advantages of Real-World Benchmarks:
* Reflect how your PC handles actual tasks.
* Useful for gamers or professionals who want performance data relevant to their needs.
* Can identify bottlenecks in workflows or specific applications.
Examples of Real-World Benchmarking:
* Running in-game benchmarks in titles like RDR2 or Cyberpunk 2077.
* Recording frame rates during gameplay using tools like FRAPS or MSI Afterburner.
* Testing video editing performance by rendering a project in Adobe Premiere Pro.
Choosing the right approach
So, which type of benchmarking is better? The answer depends on your goals:
* If you want standardized results to compare your PC with others, synthetic benchmarks are the way to go.
* If you’re more interested in how your system performs during your favorite tasks, real-world benchmarks provide more practical insights.
Both methods complement each other. Using them together gives a well-rounded understanding of your PC’s capabilities.
Preparing Your PC for Benchmarking (part 2)
Before you dive into benchmarking your PC, it’s essential to prepare your system to ensure accurate and consistent results. Skipping these steps can lead to unreliable scores, making it harder to diagnose issues or compare performance effectively.
This section walks you through how to set up your PC, choose the right software, and avoid common mistakes that could skew your benchmarking results.
System preparation
To achieve reliable benchmarks, your PC should be running under consistent and optimal conditions. Here’s what you need to do before running any tests:
1. Close Background Applications
Benchmarking requires your PC’s full attention. Close all unnecessary programs and background applications, including browsers, music players, and any non-essential tools running in your system tray.
* Why it’s important: These programs consume system resources like CPU, RAM, and storage, which can interfere with the benchmark results.
* How to do it: Use the Task Manager (Ctrl+Shift+Esc on Windows) to identify and close active programs.
2. Update Drivers and Software
Make sure your operating system and hardware drivers, particularly for the graphics card, are up to date.
* Why it’s important: New drivers often include optimizations for better performance in benchmarks and games.
* To do this, Visit the website of your GPU manufacturer (e.g., NVIDIA or AMD) to download the latest drivers.
3. Disable Resource-Intensive Features
Temporarily turn off your antivirus software, automatic updates, and any other background processes that could impact performance.
* Why it’s important: Antivirus scans or update installations running in the background can cause sudden spikes in CPU or disk usage, which can skew your results.
* Pro tip: Remember to re-enable your antivirus after benchmarking to keep your system protected.
4. Let Your System Settle
If you’ve just turned on your PC, wait 5–10 minutes before running any benchmarks.
* Why it’s important: Upon startup, Windows and other operating systems perform background tasks like indexing files and optimizing drives, which can temporarily affect performance.
Choosing the right benchmarking tool
The software you choose depends on what you’re trying to test. Here’s a quick breakdown of the most popular tools for each component:
* CPU: Cinebench, Geekbench, Prime95 (stress testing).
* GPU: 3DMark, Unigine Heaven, FurMark (stress testing).
* Storage: CrystalDiskMark, AS SSD Benchmark.
* RAM: AIDA64, MemTest86.
Most of these tools offer free versions with basic benchmarking capabilities, making them accessible even for beginners.
Running your first benchmark
Now that your system is ready and you’ve chosen your tool, it’s time to start benchmarking. Follow these steps for consistent and meaningful results:
1. Launch the Benchmark Tool
Open the software and familiarize yourself with its options. Most tools have preset tests for standard benchmarking scenarios.
* Example: In 3DMark, you can choose a specific test, such as “Time Spy” for DirectX 12 performance or “Fire Strike” for DirectX 11.
2. Perform Multiple Runs
Run the test at least three times to ensure the results are consistent. If the scores vary significantly, it could indicate background activity or hardware instability.
3. Record Your Results
Save the scores or export them to a file for future comparison. Many tools, like Cinebench and 3DMark, automatically log your results.
4. Monitor Your System During the Test
Use monitoring tools like HWMonitor or MSI Afterburner to track temperatures, clock speeds, and usage. This can help you identify issues like overheating or throttling.
Tips for accurate results
Here are some additional tips to help you get the most out of your benchmarking session:
* Test in a Cool Environment: High room temperatures can affect your PC’s cooling performance, causing it to throttle during benchmarks.
* Reboot Between Tests: Restarting your PC before each test ensures a clean slate, reducing the chance of lingering processes affecting results.
* Stay Hands-Off: Avoid using your PC for anything else while the test is running. Even small actions like moving your mouse can impact results.
Common pitfalls to avoid
* Skipping Updates: Running outdated drivers can result in artificially low scores.
* Ignoring Inconsistencies: If your results vary greatly between runs, something is interfering with the test.
* Neglecting Temperatures: Overheating components can throttle performance, leading to inaccurate benchmarks.
Interpreting Benchmark Results and Optimizing Performance (Part 3)
Now that you’ve run your benchmarks and collected results, the next step is understanding what those numbers mean and how you can use them to optimize your system. In this final section, we’ll cover how to analyze your results, troubleshoot potential issues, and take actionable steps to improve your PC’s performance.
Understanding benchmark results
Most benchmarking tools present their results in the form of scores, frame rates, or metrics. Here’s how to interpret these outcomes:
1. Comparing Scores
* Synthetic Benchmarks: Tools like 3DMark or Cinebench provide standardized scores that can be compared to baseline results or similar systems. For example:
* A higher Cinebench R23 score indicates better CPU performance.
* A higher 3DMark Time Spy score reflects superior GPU performance in DirectX 12 applications.
* Real-World Benchmarks: Metrics like average frame rate (FPS) in games indicate how smooth the performance is. Aim for:
* At least 60 FPS for standard gaming.
* 120 FPS or higher for competitive or high-refresh-rate displays.
2. Identifying Bottlenecks
If one component consistently underperforms compared to others, it may be a bottleneck. For example:
* Low FPS in games but a high CPU score suggests the GPU might be the issue.
* Slow application load times despite a strong CPU and GPU could point to a sluggish storage drive.
3. Analyzing Temperatures
High temperatures during benchmarking can lead to performance throttling, where components reduce their speed to avoid overheating. Safe operating ranges are:
* CPU: Under 85°C during stress tests.
* GPU: Under 85°C during gaming or benchmarks.
If temperatures exceed these ranges, consider improving your cooling setup.
Troubleshooting low scores
If your benchmark results are lower than expected, don’t panic. Here are some common causes and how to address them:
1. Outdated Drivers
Ensure all your drivers, particularly for the GPU, are updated. Manufacturer updates often include performance improvements.
2. Overheating Issues
High temperatures can cause your hardware to throttle performance. Check your cooling system:
* Clean your PC case, fans, and heatsinks.
* Apply fresh thermal paste to the CPU if necessary.
* Improve airflow with additional case fans or consider upgrading to liquid cooling.
3. Background Processes
Check Task Manager for any unnecessary applications consuming resources. Disable or uninstall bloatware to free up performance.
4. Incorrect Settings
Ensure your system is running in performance mode, especially for laptops. Adjust BIOS or power settings to maximize hardware utilization.
Using your results to optimize performance
Once you’ve identified potential issues or areas for improvement, it’s time to optimize your PC.
1. Overclocking
* CPU Overclocking: Tools like Intel XTU or AMD Ryzen Master allow you to safely increase your CPU’s clock speed.
* GPU Overclocking: MSI Afterburner or EVGA Precision X1 let you boost your GPU’s performance.
Caution: Monitor temperatures closely during overclocking to avoid damaging your hardware.
2. Tweak Game Settings
For gaming benchmarks, adjust in-game settings to strike a balance between performance and visuals.
* Reduce settings like shadows, reflections, and anti-aliasing for significant FPS boosts.
* Use resolution scaling to maintain performance without compromising quality.
3. Upgrade Your Hardware
If your benchmarks consistently show weak performance in a specific area, it might be time to upgrade.
* Low GPU performance: Upgrade your graphics card for better gaming and rendering.
* Slow load times: Switch to an SSD or upgrade to a faster NVMe drive.
* Poor multitasking: Add more RAM or replace slower memory modules.
4. Improve Cooling and Maintenance
Efficient cooling not only improves performance but also extends your hardware’s lifespan.
* Add or upgrade case fans.
* Reorganize cables to improve airflow.
* Consider external cooling pads for laptops.
Re-Benchmark after changes
After optimizing your system, run the benchmarks again to measure the impact of your tweaks or upgrades. Compare the new results to your original scores to see if performance has improved.
Benchmarks are just the beginning
Remember, benchmarking isn’t just about chasing high scores. It’s a tool to help you understand your PC, identify issues, and optimize performance. Whether you’re gaming, creating content, or simply using your computer for everyday tasks, benchmarks provide valuable insights to ensure your hardware meets your needs.
Keep your tools up to date, test regularly after major changes, and always monitor your system’s health. With these practices, you’ll maintain a high-performing PC that’s ready to handle anything you throw at it.
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How OpenAI’s SearchGPT Transforms How We Find Relevant Information Online
Earlier this year, OpenAI announced that it was testing SearchGPT, a prototype for its AI-powered search tools. That beta version has evolved into ChatGPT search, which officially launched on October 31, 2024. What functionalities does this new feature add to ChatGPT and how does it stack up against conventional search engines? Find out as we take a closer look.
How Does the ChatGPT Search Engine Work?
ChatGPT’s new search tool blends traditional search and generative AI. Leveraging an enhanced version of OpenAI’s GPT-4o model, the search engine provides real-time data retrieval—previously unavailable in ChatGPT—and integrates the chatbot’s conversational AI capabilities to give users a more efficient way to find information.
Enabled by OpenAI’s partnerships with data providers, ChatGPT search features new visual elements to enhance certain types of searches. Asking about places, such as restaurants near you, may bring up pins on a map. Inquiries about stocks or the weather return graphs and icons that make the search results clear and digestible.
OpenAI also teamed up with various news organizations and content publishers to ensure the information that comes up in ChatGPT search is accurate and comes from diverse and reputable websites. The Associated Press, Reuters, News Corp, Condé Nast, and Hearst are among the more high-profile publisher partners. However, search results are not necessarily limited to these sources.
https://www.youtube.com/watch?v=ecsD1XG5Jc4
Who Has Access to ChatGPT Search?
As soon as it was unveiled, ChatGPT search became available to ChatGPT Plus and Team subscribers, along with users who were on the SearchGPT waitlist. Access to Enterprise and Edu users would follow in a few weeks. Eventually, ChatGPT search will also be integrated into the free version, though the full rollout will likely take several months.
Users who already have access to ChatGPT search can try this new feature with ChatGPT’s web platform and both its desktop and mobile apps. They’ll also have the option to install a Chrome extension and make ChatGPT their default browser search engine in Chrome.
How Do You Use ChatGPT’s New Search Feature?
If ChatGPT search is already available to you, you’ll find a new search icon in the text box. Click this to manually launch the search tool. You can also type queries as usual, and ChatGPT will determine whether it should answer based on its training data or search the web for the most recent information. If you inquire about current events, for instance, it will automatically conduct a search and provide live data. Alternatively, you can ask ChatGPT to regenerate a response using a web search. To do this, go to the dropdown menu beside the regenerate button and click “Search the web.”
Clicking the “Sources” button at the bottom of the search results will pull up a sidebar listing the citations in a familiar search engine format. On the desktop platform, you’ll also see inline citations. Hover your cursor over each citation to view or click the linked source.
If you often use ChatGPT and other AI-driven tools, consider switching to a Windows 11 Copilot+ PC like the Acer Swift Go 14 AI Laptop. Powerful processors and advanced AI integration enable this laptop to handle heavier AI workloads with ease.
Initial Impressions of ChatGPT Search
Many reviewers are raving about ChatGPT search and highlighting several ways it’s redefining the search experience. For starters, its response times are just as fast as those of traditional search engines. It also excels in accuracy, especially with simpler searches. It can yield consistently good results across diverse topics, whether searching for general tips, niche topics, or specific details about an event.
What reviewers seem to like most is the clutter-free and conversational interface. Instead of bombarding you with a long list of links, ChatGPT search offers well-organized summaries that actually make sense, so you don’t have to rifle through multiple sources to piece things together. It can even provide contextual explanations, tips, and insights. If you want to know more about something, you can ask follow-up questions in the same thread and ChatGPT will remember the context and adapt to your evolving queries. This makes it great for more in-depth topics where a single search isn’t enough.
Positive feedback about ChatGPT search emphasizes how it’s a smarter, more intuitive way to search online. However, the tool faces challenges like ensuring the quality of sources. It can still be prone to hallucinations and potential biases. Some reviews raise concerns about accuracy, citing instances where the chatbot generated incorrect, outdated, or misleading information.
ChatGPT search is not a perfect tool, but it does show tremendous promise. As OpenAI continues to refine and expand this functionality, the AI-powered approach to enabling interactive searches and synthesizing information can significantly alter how we discover and interact with content online.
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About Micah Sulit: Micah is a writer and editor with a focus on lifestyle topics like tech, wellness, and travel. She loves writing while sipping an iced mocha in a cafe, preferably one in a foreign city. She's based in Manila, Philippines.
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