#PC for AI and Deep Learning

[budgetgameruae]

High VRAM Graphics Card for AI Training in UAE: A Deep Dive for Enthusiasts and Professionals

The need for specialised processing power has increased as a result of artificial intelligence's (AI) rise in the United Arab Emirates. High VRAM graphics cards are now necessary for deep learning models and AI training, not optional. Selecting the best GPU for AI model training can be a game-changer for anyone looking for strong, AI-ready hardware in Dubai, Abu Dhabi, or Sharjah, whether they are data scientists, AI researchers, or tech enthusiasts.

[elbiotipo]

fwiw and i have no idea what the artists are doing with it, a lot of the libraries that researchers are currently using to develop deep learning models from scratch are all open source built upon python, i'm sure monsanto has its own proprietary models hand crafted to make life as shitty as possible in the name of profit, but for research there's a lot of available resources library and dataset wise in related fields. It's not my area per se but i've learnt enough to get by in potentially applying it to my field within science, and largely the bottleneck in research is that the servers and graphics cards you need to train your models at a reasonable pace are of a size you can usually only get from google or amazon or facebook (although some rich asshole private universities from the US can actually afford the cost of the kind of server you need. But that's a different issue wrt resource availability in research in the global south. Basically: mas plata para la universidad pública la re puta que los parió)

Yes, one great thing about software development is that for every commercially closed thing there are open source versions that do better.

The possibilities for science are enormous. Gigantic. Much of modern science is based on handling huge amounts of data no human can process at once. Specially trained models can be key to things such as complex genetics, especially simulating proteomes. They already have been used there to incredible effect, but custom models are hard to make, I think AIs that can be reconfigured to particular cases might change things in a lot of fields forever.

I am concerned, however, of the overconsumption of electronics this might lead to when everyone wants their pet ChatGPT on their PC, but this isn't a thing that started with AI, electronic waste and planned obsolescence is already wasting countless resources in chips just to feed fashion items like iphones, this is a matter of consumption and making computers be more modular and longer lasting as the tools they are. I've also read that models recently developed in China consume much, much less resources and could potentially be available in common desktop computers, things might change as quickly as in 2 years.

[halfcourtyeet]

AI Prompt, a Poem

Make me a game.

Make it a 4K open-world roguelike MMO with Soulslike combat and ray-tracing. Give it survival-crafting mechanics in a Battle Royale setting, medieval fantasy in 3D. Make epic battles against Skyrim-style dragons where you can do anything you want. Make sure your choices matter, and that every NPC has a rich backstory covering their entire life. Detail deep lore for warring kingdoms, factions, clans, guilds, towns, taverns, caves, dungeons, and oceans. Give me epic PvP battles and endless skill trees. Make me the best game of all time. Entertain me.

Control+A, Backspace.

Make a game jam game where I meet three people on a Discord, and one of them is really sus and we cut them out pretty early, but the other two are genuinely cool people and one of them ends up being my husband a year later. Make it so day 1 is really frustrating, but I learn a lot about how to play guitar in a really short time, which is a real breakthrough for me since I've been trying to learn for years. Make it so on day 2 we have a decent concept but have gotten out of scope, but by day 3 we have something that is pretty close to a decent prototype on it, and we end up getting a little game that PC Gamer covers in their monthly roundup in August 2021.

Live my life for me. Achieve what I feel I cannot. Deliver me from effort, Baptize me in convenience. Shield me from the fate of action.

Show me my life lowres, with bad anatomy, bad hands, text, errors. Show me my future in flat color, with three legs, wrong hands, wrong feets, wrong fingers, deformed legs, abnormal, malformed, deformed, disfigured, mutated, with extra limbs, inaccurate limbs, missing limbs, floating limbs, disconnected limbs, long necks, long bodies, mutated skeletons, long skeletons, bad proportions, mutated hands and fingers, poorly drawn hands, malformed hands, poorly drawn faces, poorly drawn asymmetrical eyes.

Justify my sadness, my anger. Justify my bad habits. Explain my reasons in a way I can understand, appreciate, in a way I can use to convince others. Justify my peoples' existence over others. Enable me.

Is there any way you can show me my life without making me look like a monster? Can you make me feel loved, or feel beautiful? Lie to me.

All I beg of you is to reduce my hopes and dreams, my loves and fears, senses, thoughts and ambitions, to scarcely less words than there are on a kid's menu. Use me.

[jeffgerstmann]

Who is an "AI" PC for exactly?

When I think it through, the only answer I can come up with is "people who don't know how to use a computer at all who think they need more than an iPad to do their job." Like people who need a "real computer" but still can't be bothered to know anything about how files or directories work.

There are a lot of people out there in the workforce who aren't necessarily technically minded, but they still need to get some shit done. They're never going to devote the time to learn anything deep, so maybe this would help them? A computer that can answer you when you say "uh... what the fuck happened to that thing I was working on yesterday?"

I think a lot about what Microsoft announced sounds extremely dangerous, but having seen a lot of people over the years fight their work laptop because they have no idea what they're doing... I can't necessarily disagree with the idea of making things easier to use.

[satoshi-mochida]

Subnautica 2 announced for Xbox Series, PC - Gematsu

Publisher KRAFTON and developer Unknown Worlds Entertainment have officially announced underwater survival adventure game sequel Subnautica 2 For Xbox Series and PC (Steam, Epic Games Store, Microsoft Store). It will launch in Early Access in 2025.

Here is an overview of the game, via its store pages:

About

Subnautica 2 is an underwater survival adventure game set on an all-new alien ocean world. It is the next chapter in the Subnautica universe, developed by Unknown Worlds.

Key Features

New World, New Adventure – A new world awaits alongside an all-new story. You are a pioneer traveling to a distant world, but something is amiss. The ship’s AI insists you carry on the mission. This world is too dangerous for humans to survive… Unless you change what it means to be human. What creatures, intelligent or otherwise, await your arrival?

Explore with Friends – Play alone or with up to three friends in online multiplayer co-op. Whether exploring mysterious ruins, building custom bases, or adventuring deeper into the world… The challenge of this planet will test your ingenuity and ability to adapt, in unexpected and curious ways.

Craft Submersibles, Tools, and Bases – Survival depends on utilizing the right tools. Alongside basic items such as your Scanner and Flashlight, you’ll find recipes for more advanced tools, equipment, and submersibles. Bases are more customizable with an overhauled building system. New tools allow for greater adaptation to the world.

Uncover Diverse New Biomes – From towering underwater cliffs to lush coral fields, this aquatic alien world is brimming with vibrant and breathtaking biomes, each teeming with diverse ecosystems and unique creatures. But something isn’t right. The world is out of balance. What happened here? What happened to you? And more importantly, where are you?

Study Mysterious Lifeforms – Uncover a rich world full of mysterious lifeforms, from the smallest fish to the largest Leviathans. Scan creatures to learn more about them. Use your Biosampler to take samples for study. As you learn more about this world, evolve your genetics to adapt your body for survival.

Survive Terrifying Depths – This world is vast and deep. Venture beyond the safety of shallow waters, descending into a dark unknown. Wonder and danger lurks around every corner. To survive this planet, you’ll need to push beyond your boundaries and unlock the secrets of this strange world.

About the Team

Subnautica 2 is being created by Unknown Worlds, a fully remote studio that traces its roots back to the 2002 Half-Life mod Natural Selection. It is the same studio that created the original Subnautica. The team is scattered around the globe, from the United States to the United Kingdom, France, Iceland, Austria, Australia, Canada, India, and many more places.

Early Access Development

Subnautica 2 will be an Early Access game meaning it will be in active development at release. You may encounter bugs, in-development features, and performance issues. We will be adding additional biomes, creatures, craftables, and narrative as we proceed. Join us in Early Access and help shape the future of Subnautica 2.

Watch the announcement teaser trailer below. View the first screenshots at the gallery.

Announce Teaser Trailer

[digitaldetoxworld]

Machine Learning: A Comprehensive Overview

 Machine Learning (ML) is a subfield of synthetic intelligence (AI) that offers structures with the capacity to robotically examine and enhance from revel in without being explicitly programmed. Instead of using a fixed set of guidelines or commands, device studying algorithms perceive styles in facts and use the ones styles to make predictions or decisions. Over the beyond decade, ML has transformed how we have interaction with generation, touching nearly each aspect of our every day lives — from personalised recommendations on streaming services to actual-time fraud detection in banking.

Machine learning algorithms

What is Machine Learning?

At its center, gadget learning entails feeding facts right into a pc algorithm that allows the gadget to adjust its parameters and improve its overall performance on a project through the years. The more statistics the machine sees, the better it usually turns into. This is corresponding to how humans study — through trial, error, and revel in.

Arthur Samuel, a pioneer within the discipline, defined gadget gaining knowledge of in 1959 as “a discipline of take a look at that offers computers the capability to study without being explicitly programmed.” Today, ML is a critical technology powering a huge array of packages in enterprise, healthcare, science, and enjoyment.

Types of Machine Learning

Machine studying can be broadly categorised into 4 major categories:

1. Supervised Learning

 For example, in a spam electronic mail detection device, emails are classified as "spam" or "no longer unsolicited mail," and the algorithm learns to classify new emails for this reason.

Common algorithms include:

Linear Regression

Logistic Regression

Support Vector Machines (SVM)

Decision Trees

Random Forests

Neural Networks

2. Unsupervised Learning

Unsupervised mastering offers with unlabeled information. Clustering and association are commonplace obligations on this class.

Key strategies encompass:

K-Means Clustering

Hierarchical Clustering

Principal Component Analysis (PCA)

Autoencoders

three. Semi-Supervised Learning

It is specifically beneficial when acquiring categorised data is highly-priced or time-consuming, as in scientific diagnosis.

Four. Reinforcement Learning

Reinforcement mastering includes an agent that interacts with an surroundings and learns to make choices with the aid of receiving rewards or consequences. It is broadly utilized in areas like robotics, recreation gambling (e.G., AlphaGo), and independent vehicles.

Popular algorithms encompass:

Q-Learning

Deep Q-Networks (DQN)

Policy Gradient Methods

Key Components of Machine Learning Systems

1. Data

Data is the muse of any machine learning version. The pleasant and quantity of the facts directly effect the performance of the version. Preprocessing — consisting of cleansing, normalization, and transformation — is vital to make sure beneficial insights can be extracted.

2. Features

 Feature engineering, the technique of selecting and reworking variables to enhance model accuracy, is one of the most important steps within the ML workflow.

Three. Algorithms

Algorithms define the rules and mathematical fashions that help machines study from information. Choosing the proper set of rules relies upon at the trouble, the records, and the desired accuracy and interpretability.

4. Model Evaluation

Models are evaluated the use of numerous metrics along with accuracy, precision, consider, F1-score (for class), or RMSE and R² (for regression). Cross-validation enables check how nicely a model generalizes to unseen statistics.

Applications of Machine Learning

Machine getting to know is now deeply incorporated into severa domain names, together with:

1. Healthcare

ML is used for disorder prognosis, drug discovery, customized medicinal drug, and clinical imaging. Algorithms assist locate situations like cancer and diabetes from clinical facts and scans.

2. Finance

Fraud detection, algorithmic buying and selling, credit score scoring, and client segmentation are pushed with the aid of machine gaining knowledge of within the financial area.

3. Retail and E-commerce

Recommendation engines, stock management, dynamic pricing, and sentiment evaluation assist businesses boom sales and improve patron revel in.

Four. Transportation

Self-riding motors, traffic prediction, and route optimization all rely upon real-time gadget getting to know models.

6. Cybersecurity

Anomaly detection algorithms help in identifying suspicious activities and capacity cyber threats.

Challenges in Machine Learning

Despite its rapid development, machine mastering still faces numerous demanding situations:

1. Data Quality and Quantity

Accessing fantastic, categorised statistics is often a bottleneck. Incomplete, imbalanced, or biased datasets can cause misguided fashions.

2. Overfitting and Underfitting

Overfitting occurs when the model learns the education statistics too nicely and fails to generalize. 

Three. Interpretability

Many modern fashions, specifically deep neural networks, act as "black boxes," making it tough to recognize how predictions are made — a concern in excessive-stakes regions like healthcare and law.

4. Ethical and Fairness Issues

Algorithms can inadvertently study and enlarge biases gift inside the training facts. Ensuring equity, transparency, and duty in ML structures is a growing area of studies.

5. Security

Adversarial assaults — in which small changes to enter information can fool ML models — present critical dangers, especially in applications like facial reputation and autonomous riding.

Future of Machine Learning

The destiny of system studying is each interesting and complicated. Some promising instructions consist of:

1. Explainable AI (XAI)

Efforts are underway to make ML models greater obvious and understandable, allowing customers to believe and interpret decisions made through algorithms.

2. Automated Machine Learning (AutoML)

AutoML aims to automate the stop-to-cease manner of applying ML to real-world issues, making it extra reachable to non-professionals.

3. Federated Learning

This approach permits fashions to gain knowledge of across a couple of gadgets or servers with out sharing uncooked records, enhancing privateness and efficiency.

4. Edge ML

Deploying device mastering models on side devices like smartphones and IoT devices permits real-time processing with reduced latency and value.

Five. Integration with Other Technologies

ML will maintain to converge with fields like blockchain, quantum computing, and augmented fact, growing new opportunities and challenges.

[pes2013indir]

PES 2013 Indir How to Download and Enjoy Pro Evolution Soccer 2013

Introduction

If you’re a football gaming enthusiast looking to relive the excitement of classic soccer gameplay, PES 2013 remains one of the most beloved editions of the Pro Evolution Soccer series. Whether you want to play on your PC or laptop, learning how to PES 2013 indir (download PES 2013) safely and efficiently is key. In this article, we’ll guide you through everything you need to know about downloading, installing, and enjoying PES 2013.

What Is PES 2013?

Pro Evolution Soccer 2013 is a football simulation game developed by Konami. Released in 2012, it’s praised for its realistic gameplay, improved AI, and authentic football experience. Despite newer editions, many gamers prefer PES 2013 for its smooth mechanics and nostalgic value.

Why Download PES 2013?

Even years after its release, PES 2013 holds a special place due to:

Classic gameplay that is simple yet deep.

Realistic player animations and ball physics.

Strong community mods and patches that keep the game fresh.

Light system requirements, perfect for older PCs.

How to Download PES 2013 (PES 2013 Indir) Safely

Downloading PES 2013 requires caution to avoid viruses or malware. Here’s a step-by-step guide to help you:

Find a Reliable Source: Use trusted websites or official platforms known for hosting game files. Avoid random download links from unknown sources.

Check for Legitimate Files: Look for files with proper descriptions, user reviews, and safe download indicators.

Download the Setup File: Choose the correct version for your system (usually PC).

Scan for Viruses: Before installation, scan the downloaded file with antivirus software.

Install the Game: Follow the on-screen instructions to install PES 2013 on your device.

Apply Patches or Mods (Optional): If you want updated teams or features, look for popular community patches.

System Requirements for PES 2013

Before downloading, ensure your PC meets these minimum requirements:

OS: Windows XP/Vista/7/8/10

Processor: Intel Core 2 Duo 1.8 GHz or AMD equivalent

RAM: 2 GB

Graphics: NVIDIA GeForce 8600 or ATI Radeon HD 2600 or better

Storage: 8 GB free space

DirectX: Version 9.0c

Meeting or exceeding these specs guarantees smoother gameplay.

Installing PES 2013: Tips and Tricks

Run as Administrator: This helps avoid installation errors.

Disable Antivirus Temporarily: Some antiviruses block game files mistakenly. Remember to enable it after installation.

Update Graphics Drivers: Make sure your GPU drivers are current for the best performance.

Use Compatibility Mode: If you face issues on newer Windows versions, run the installer in compatibility mode for Windows 7 or 8.

How to Play PES 2013 Online

Many PES fans enjoy multiplayer matches. To play online:

Set up a stable internet connection.

Use third-party platforms like PES League or eFootball.net (if supported).

Join community servers or use VPNs if direct matchmaking is unavailable.

Always update the game and patches to ensure compatibility.

Popular Mods and Patches for PES 2013

Enhance your PES 2013 experience with community-created mods:

Updated team rosters and kits.

New stadiums and crowds.

Improved graphics packs.

Gameplay tweaks and fixes.

Look for popular patches like the PES 2013 Data Pack or SMoKE Patch for the latest updates.

Troubleshooting Common Issues

Game crashes on startup: Update drivers, disable background apps, or reinstall.

Lag or low FPS: Lower graphic settings or close other programs.

Multiplayer connection problems: Check firewall settings and ensure ports are open.

Conclusion

Downloading and enjoying PES 2013 indir is still very much possible and rewarding for football game lovers. With the right sources, proper installation, and optional mods, you can bring back the excitement of one of the best football simulation games of its generation. Follow the steps above, and get ready to score goals, make incredible passes, and experience the thrill of classic PES gameplay!

FAQs

Q1: Is PES 2013 free to download? Usually, you’ll find free downloads for demo or trial versions, but full copies might require purchase or use of legit platforms.

Q2: Can I play PES 2013 on Windows 10? Yes, with proper compatibility settings and updated drivers, PES 2013 runs fine on Windows 10.

Q3: Are mods safe for PES 2013? Most popular mods are safe, but always download from trusted sources and scan files for malware.

Q4: Can I play PES 2013 on Mac? PES 2013 is primarily for Windows; running on Mac requires additional software like Bootcamp or a virtual machine.

Q5: Where can I find patches for PES 2013? Community sites and forums like PES Patch or Evo-Web are great places to start.

[maeshelix]

HI HI... it's Leolithe here! FINALLY INTERACTING. I see you in the notes of my Lotus posts and i am DEATHLY curious to know your opinions on the Lotus system! Both as characters in general and also what you'd love and/or hate to see in their story. The idea of a Sentient AI mimic who is a system is so incredible to me, but I wonder if there's anything about Natah, Lotus or Margulis you would change?

Also, how many of you have played Warframe? Has everyone tried it or is it just not everyone's cup of tea? Should I direct my questions to specific people in the system? I'd love to hear more Lotus thoughts!! :3

Before we respond, here's a message from Rokoko:

LETS FUCKING GOOOOOOOOOOOOOOO YOUR ART IS SO GOOOOOOOOOOOOD AND YOURE SO RIGHT ABOUT THE LOTUS OMGGGGGGGGGGGGGGGG AAAAAAAAAAAAH 🎉🎉🎉🎉🎉🎉🎉🎉🎉💃💃💃💃💃💃💃💃💃

Now, to answer your questions. I'll start with the last ones.

We've all played Warframe, and each have found something to enjoy in it.

We used to play it on the Switch, long before we found out we're we. Eventually stopped for reasons I can't remember. Probably because it was Warframe on the Switch. Lmao.

Recently ported our account to PC, which has been nice. Caught up on everything, so now we're just taking turns making frames and enjoying the loop. Learning how to mod. Deep in the grind. Ignoring rivens cause they scare us. The usual, I'm sure. Lmao.

Asking specific members for their opinions is fine. Just will take longer to get answered. Unless you're lucky. We can't really control who fronts, unfortunately. But you can still do it, if you're curious about one of us. They'll definitely appreciate the attention. Probably. Lmao.

On the Lotus, we absolutely love her. Love all three of them.

Zero loves Lotus and Natah the most. She's an AI, so she relates to their struggles, but we are all enamored with them.

Marguils' resolve, Natah's tenacity, Lotus' deducation. Their histories with Ballas. Their histories with the Orokin in general. Their histories with eachother. With Marguils' memory, her legacy, before she came back. Their love for the Tenno. Their children. Their dedication to protecting the origin system.

All three are amazing. Their plurality is very interesting, originally being a synthetic mimic with two different sets of memories in them. Eventually culminating in three different entities in one. It's unique and engaging.

Our favorite characters in Warframe, to be sure. They're amazing.

We'd love to seem their plurality be more noticable, in the future. We're all in on them being plural, but it is admittedly easy to miss. A line of dialogue unheard, a helmet left uninteracted, a line of text left unread, and you're probably not gonna know they're plural. We want them to start bickering during a mission. We want Lotus to be explaining something, ony the go silent for a time, then for Natah or Marguils to take over. We want some way to talk to them outside of missions, for character moments.

I don't know how likely any of these will be, personally. But we'd like to see them.

That's also what we'd change, honestly. The inability to change between the three was annoying, so we'd remove that from The New War. Or add a fourth option of "take turns". We want to see them interact. We want a blatenly in-your-face system.

We'd hate for Natah and Marguils to be forgotten, eventaully. For Lotus to be considered the default. For some convoluted story beat to fuse them all into one mind, as is annoyingly common in system stories. Since that's the only good end singlets can imagine for a system. Natah and Marguils getting forgotten would be disappointing and annoying, but if they all fused into one we'd probably drop Warframe immediately.

Hope these answers are good @leolithe. Don't know if I did a good job of expressing our love for this system but, we do truly love them. Thank you for the question.

[moko1590m]

2024年07月31日 12時30分 HDMIケーブルから漏れ出る電磁波をAIで解析して映像を読み取ることに成功 HDMIは映像や音声をデジタル信号で伝送するインターフェースの規格であり、主にテレビとハードディスクレーコーダー、あるいはゲーム機やPCをモニターと接続するために使われています。そんなHDMIから漏れ出る電磁波をAIで解析して映像を読み取る攻撃手法「Deep-TEMPEST」について、ウルグアイ共和国大学の研究チームがプレプリントサーバーのArXivに掲載された論文で報告しました。 [2407.09717] Deep-TEMPEST: Using Deep Learning to Eavesdrop on HDMI from its Unintended Electromagnetic Emanations https://arxiv.org/abs/2407.09717 Security researchers reveal it is possible to eavesdrop on HDMI cables to capture computer screen data https://techxplore.com/news/2024-07-reveal-eavesdrop-hdmi-cables-capture.html AI can see what's on your screen by reading HDMI electromagnetic radiation | TechSpot https://www.techspot.com/news/104015-ai-can-see-what-screen-reading-hdmi-electromagnetic.html 映像や音声がアナログ信号で伝送されていた時代は、ハッカーがビデオケーブルから漏れ出る電磁波を解析し、画面を再現するのは比較的簡単だったとのこと。HDMIなどのデジタルプロトコルが普及するとその難度は大きく上がったものの、依然としてHDMIケーブルで伝送される際にある程度の電磁波が漏れ出しており、ハッカーが映像を傍受する手がかりになっているそうです。 研究チームは、HDMIケーブルから漏れ出す電磁波と、ケーブルで伝送される画面を用いてAIシステムをトレーニングしました。トレーニングを重ねるにつれて、AIは徐々にHDMIケーブルから漏れ出す電磁波から正確な画面を再現できるようになったと報告されています。 研究チームはAIの精度をテストするため、HDMIケーブルから漏れ出す電磁波からAIが復元した画像にテキスト認識ソフトウェアを適用し、抽出されたテキストをHDMIケーブルで伝送された元の画像と比較しました。その結果、従来の手法より60ポイントも高い約70％の精度でテキストを再現できていたとのことです。これは完璧とは言いがたい精度ですが、画面上に映ったテキストの要点を理解するには十分であり、パスワードや機密データを傍受できる可能性もあると研究チームは主張しています。 以下の動画では、「Deep-TEMPEST」と名付けられたこの攻撃手法を実行した様子が確認できます。 Demo of deep-TEMPEST - YouTube 奥のモニターに映っているのが今回傍受する映像で、手前が攻撃用のノートPCです。 アンテナとソフトウェア無線を使用して、HDMIケーブルから漏れ出す電磁波を取得します。 Deep-TEMPESTを実行する際は、事前に信号の数学的分析を行うことで時間を節約するとのこと。 数秒ほど待つと、攻撃用ノートPCにHDMIケーブルで伝送されているものと似た画面が映りました。 これにテキスト認識ソフトウェアを適用することで、かなりの精度でテキストを読み取ることが可能になります。 研究チームは、すでにハッカーが政府機関や機密性の高い産業施設に対して同様の攻撃を実行している可能性があると指摘していますが、必要なAIモデルや信号キャプチャー用の機器を導入するハードルが高いため、一般家庭がターゲットになっている可能性は低いとのこと。 論文の共著者であるウルグアイ共和国大学のフェデリコ・ラロッカ氏は、「各国政府はこの攻撃を懸念していますが、一般ユーザーはそれほど心配する必要はないでしょう。しかし、もしあなたが本当にセキュリティを気にしているのであれば、その理由がどうであれこの攻撃手法は問題かもしれません」と述べました。

HDMIケーブルから漏れ出る電磁波をAIで解析して映像を読み取ることに成功 - GIGAZINE

[microcenterindia]

The ULTIMATE Guide to Selecting the Ideal Gaming PC

Since there are so many alternatives on the market, choosing the ideal gaming PC can be a daunting endeavor. Technological developments, the growing popularity of competitive gaming, and the growing need for high-quality graphics are the main forces behind this progression. Whether you’re a casual gamer, a competitive player, or a content creator, understanding your gaming needs, budget, and the various components that make up a gaming PC is crucial. This comprehensive guide will walk you through the process of choosing the best gaming PC for your needs in 2024.

The Evolution of Gaming PCs

The 1990s: The Dawn of Gaming PCs

During the 1990s, gaming PCs began to emerge as distinct entities from regular personal computers. This era saw the introduction of dedicated graphics cards, significantly improving gaming performance. Games like Doom and Quake pushed the envelope of what was possible, driving demand for better graphics and faster processors.

The 2000s: The Rise of Custom Builds

The early 2000s marked a significant shift towards custom-built gaming PCs.This period also saw the rise of online multiplayer games, which further increased the demand for powerful hardware capable of handling complex graphics and network processing. The rise of custom builds also led to the creation of budget gaming PCs that offered solid gaming performance at lower prices.

The 2010s: VR and High-Definition Gaming

Fast developments in both hardware and software defined the 2010s. Playing video games in high definition has become the standard, with resolutions like 1080p and 4K appearing more frequently. Virtual reality (VR) also entered the mainstream, requiring even more powerful PCs to deliver smooth and immersive experiences. For serious gamers, GPUs like AMD's Radeon series and NVIDIA's GTX and RTX series became indispensable.

The 2020s and Beyond: The Era of Ray Tracing and AI

Today, gaming PCs are more powerful than ever, thanks to advancements in technologies like ray tracing and artificial intelligence (AI). Realistic lighting and shadows can be achieved with ray tracing, while AI solutions like NVIDIA's DLSS (Deep Learning Super Sampling) enhance performance without sacrificing visual quality. As we move further into the 2020s, the line between gaming PCs and professional workstations continues to blur, with high-end systems capable of handling gaming, content creation, and complex simulations with ease.

The Versatility of Gaming PCs

Multi-Tasking Powerhouses

Gaming PCs are made to manage several things at once. Whether you’re gaming, streaming, editing videos, or working on complex design projects, a gaming PC can handle it all without breaking a sweat. For professionals who need a strong machine for their work, this makes them perfect.

Future-Proofing

Investing in a gaming PC ensures that you are equipped with the latest technology, which can handle future software and game releases. Because of this future-proofing feature, you won't need to upgrade your PC frequently, which will ultimately save you money.

Understanding Your Gaming Needs

Gaming Preferences

Casual Gaming

For casual games like The Sims or Minecraft, a mid-range gaming PC is sufficient. These games don’t demand the highest specs but still benefit from good performance.

Example: The Sims 4 requires a minimum of an Intel Core 2 Duo processor, 4GB of RAM, and an NVIDIA GeForce 6600 graphics card. A mid-range gaming PC will handle these requirements easily.

Competitive Gaming

For competitive games like Fortnite or Call of Duty: Warzone, you’ll need a high-performance PC with a fast CPU and GPU to achieve higher frame rates and lower latency.

Example: Fortnite players benefit from an Intel Core i7 processor, 16GB of RAM, and an NVIDIA GeForce GTX 1060 graphics card. Reaction times and general performance can be enhanced with higher frame rates.

AAA Titles and VR Gaming

Graphically demanding games like Cyberpunk 2077 or VR gaming require top-tier gaming PCs with the latest hardware. VR gaming, in particular, demands a PC that can handle the additional load of rendering immersive environments.

What Type of PC is Best for Gaming?

The best type of gaming PC depends on your specific needs:

Graphics Card (GPU): Essential for smooth gameplay, especially in high-resolution settings. Popular options include NVIDIA’s GeForce RTX series and AMD’s Radeon RX series.

Processor (CPU): A strong CPU is crucial for both performance and multitasking. Intel Core i5/i7 or AMD Ryzen 5/7 are solid choices.

RAM: 8GB of RAM is the minimum, but 16GB is recommended for more demanding games and multitasking.

Storage: A combination of SSD for fast load times and HDD for additional storage is ideal.

Cooling: Adequate cooling is necessary to maintain performance and system longevity.

CONTINUE READING

[budgetgameruae]

Ultimate Guide to Pre Built Gaming PCs in the UAE – Powered by Budget Gamer

Gaming has become a vibrant industry, a competitive area, and a passion rather than just a pastime. Selecting the ideal Pre Built PC UAE can improve your gaming experience, regardless of your level of experience in the UAE. Our speciality at Budget Gamer is gaming PC solutions that strike a balance between cost, performance, and design.

[govindhtech]

AORUS AI Gaming Laptops and 14th Raptor Lake Graphics

GIGABYTE Announced the AORUS AI Gaming Laptops Model and its 14th Model Raptor Lake Graphics Refresh

At the US Consumer Electronics Show in 2024, GIGABYTE Technology a world leader in high-end computing made its debut in the AI gaming laptop market. The firm made its debut into the new AI PC battleground with the release of the AORUS and GIGABYTE Gaming AI gaming laptops.

The initial batch, which includes NVIDIA RTX 40 laptop GPUs and the newest 14th generation Intel Core HX series CPUs, is now on sale. The AORUS 17X and AORUS 16X, which provide unparalleled professional AI generative content processing capacity, are at the top of the list.

The industry-leading Intel Core i9-14900HX CPU and NVIDIA RTX 40 series graphics cards that come with both variants provide unmatched computing power for AI-generated content. Specifically, the AORUS 17X is compatible with the powerful NVIDIA GeForce RTX 4090, which has a maximum graphic power of 175W.

By using TensorRT, it achieves a fourfold gain in performance on Windows PCs with RTX discrete GPUs by speeding up the processing of next-generation language models, such Llama 2 and Code Llama. This will transform how individuals utilize computers and organize their workflows, particularly when processing huge batches of complicated language models (LLM).

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The laptops also have the integration of GIGABYTE AI Nexus, a revolutionary control program that enhances gaming performance, power management, and generative-AI software to new heights. In addition, Copilot, the integrated AI assistant from Microsoft, boosts your productivity, creativity, and competitive advantage. The gaming experience is further enhanced by the integration of Dolby Vision and Dolby Atmos technologies, which provide professional-grade AI generative content and the most immersive gameplay possible.

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AORUS 16X Reveals the AI Generation’s Future

Gaming conventions are upended by the new AORUS 16X AI Gaming Laptops, which redefines the relationship between AI and gaming! With 24 cores (eight performance and sixteen efficiency) and a clock speed of up to 5.8 GHz, the most recent 14th generation Intel Core i9-14900HX CPU powers this system, providing top-notch desktop-class performance that easily handles multitasking and demanding applications. With a maximum graphic power of up to 140W, it supports the NVIDIA RTX 4070 Laptop GPU and offers Advanced Optimus technology (DDS) for discrete graphics.

With the help of NVIDIA’s Deep Learning Super Sampling (DLSS 3) technology, this unlocks powerful AI computational power, improving gaming experiences via autonomous frame rate generation, ray tracing, and the restoration of native high-resolution images for the best possible fast-paced gaming experience.

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With its strong twin 12V fans, effective five heat pipes, ultra-thin 0.1mm fins, and 3D VortX air-channeling design, GIGABYTE’s proprietary WINDFORCE Infinity cooling system is the engine driving this incredible processing capabilities. By increasing the air intake space, this technology greatly raises the efficiency of heat dissipation. During low loads, the immersive noise-free experience is guaranteed by the Icy Touch design, while steady performance is guaranteed during heavy loads. Moreover, GIGABYTE unveils the unique Copilot hotkey, which instantaneously launches the Windows Copilot AI assistant function, lending a helpful hand with everyday tasks, creative processes, and productivity.

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This year, the AORUS Beacon is the device that gamers are most interested in. Its cover has two distinct styles, Aurora Gray and Midnight Gray, which together create a fashionable ambiance. Beneath its elegant and refined exterior, which makes use of Nanoimprint Lithography (NIL) technology and an iridescent design, is a monstrous performance. With its 4-sided, ultra-slim bezel design, which features GIGABYTE’s trademark 3mm bezels and a high refresh rate of up to 165Hz, the display section guarantees success from the outset with an amazing 91% screen-to-body ratio. It is very comfortable and confident for prolonged usage thanks to its TÜV Rheinland Eye Comfort Certification and Pantone Validated color accuracy certification.

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AORUS 17X: Unlocking Expert AI Processing Capabilities

The AORUS 17X AI Gaming Laptops, the flagship model from GIGABYTE, was recognized with a Red Dot Product Design Award and got a traditional makeover using a CNC metal cutting method. The updated version is designed for the performance king who enjoys AAA games and AI-generated content. Equipped with the Intel Core i9-14900HX CPU, it offers exceptional multitasking performance.

It supports the NVIDIA RTX 4090 Laptop GPU in the discrete graphics section, which has a maximum graphic power of 175W, Advanced Optimus technology (DDS), and a VRAM of up to 16GB GDDR6. In addition to successfully playing games in native 4K resolution, it has strong AI processing capabilities that can handle intricate generative AI models and texturing effects. It makes it possible to quickly create a mobile workstation locally and ensure data security and privacy without depending on the cloud thanks to open-source software technologies.

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The heat dissipation efficiency is increased by 35% with the WINDFORCE Infinity cooling system, which includes a Vapor Chamber full-cover heat dissipation plate. With four sets of 12V fans and a 3D Vort cooling channel design, it effectively eliminates waste heat and floods the thin 2.18cm body with cold air, maximizing the processing capability of the CPU and GPU.

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In addition to having a 99Wh maximum battery capacity for on-the-go use with PD charging support, the new AORUS AI Gaming Laptops series from 2024 has a wide range of I/O ports for simple external expansion. The addition of GIGABYTE’s unique AI Nexus program, such as “AI Boost,” which is powered by Microsoft Azure AI and automatically modifies system power consumption and fan settings for an overclocked gaming experience, to all models further advances innovation.

The “AI Generator” gives users access to creative AI graphics creation via the use of stable diffusion and edge AI computing capabilities. In addition, “AI Power Gear” optimizes power use to prolong product life and improve battery life. consumers of the Windows 11 operating system may ask questions of the “Copilot” AI chatbot, demonstrating GIGABYTE’s extensive usage of AI from the cloud to the local, offering consumers the ease and limitless possibilities that come with the AI era. To experience the golden age of generative AI, pre-orders for the AORUS 16X / AORUS 17X (2024) AI gaming laptops are now available.

Read more on Govindhtech.com

[edtrfhfb]

Explore Cutting-Edge IT Research, Innovative Technologies, and Scientific Developments Shaping the Future of Digital Transformation and Smart Solutions

IT Researches: Innovating IT & AI Solutions Globally

Founded in 2007 (Iranian calendar year 1386), IT Researches is a London-based international information-technology company and computer research centre specializing in AI-powered services and Microsoft software licensing. With branches across Iran, the UK, Russia, and Armenia, it delivers both commercial and scientific solutions—including licensing, consulting, development, and integration—through strategic partnerships with major tech players

International Reach & Local Presence

Originally established through official representation in Iran, IT Researches has expanded its footprint significantly. The organization now comprises five legal entities in multiple countries under brands such as IT Researches, Talee, and Rayan Net. The UK branch, operating under Talee, holds a formal Microsoft partnership (collaboration ID 4560062)

This multi-country setup enables IT Researches to serve a broad range of clients—from local enterprises in Tehran to regulated institutions in London—with tailored AI and cloud solutions across diverse markets .

IT Researches focuses on leveraging cutting-edge IT, AI, and machine-learning technologies. Their core capabilities include:

Neural networks, genetic algorithms, fuzzy systems

Machine learning, data mining, and big data analytics

Image processing and natural language/audio processing

Expert systems and business intelligence platforms

These technologies are applied to solve real-world problems—such as automating data extraction, predicting workloads, and streamlining analytics—by simulating human-like reasoning and learning in software systems

AI-Powered Services: Practical & Purposeful

Rather than mere innovation for its own sake, their AI services are crafted to address immediate organizational needs. A recent strategic expansion reinforces this, emphasizing applied AI and Microsoft ecosystems to help clients transition from manual operations to automated, analytics-driven workflows

Key application areas include:

Predictive analytics: anticipating trends in service demand, staffing, or equipment needs

Natural Language Processing (NLP): extracting data from documents in legal, governmental, or medical sectors

AI assistants: automating customer inquiries and routing with intelligent virtual agents

Custom machine-learning models: built from proprietary data to eliminate rule-based or manual processes

Comprehensive Microsoft Stack Integration

In addition to AI capabilities, IT Researches offers full-service consulting and implementation across Microsoft technologies:

Microsoft 365: including Teams and SharePoint integration for secure hybrid work collaboration

Azure: delivering cloud infrastructure with adherence to governance, compliance, and cost control

Windows Server & SQL Server: covering on-premises deployments, database architecture, tuning, and analytics

Windows 365: enabling cloud-based PCs for BYOD and remote-work environments

Power Platform: low-code tools (Power Apps, Power Automate) for digitizing forms, workflows, and dashboards

A real-world example: the company built a case-intake Power App for a legal-aid provider, integrated with SharePoint, delivered in six weeks, and now central to daily operations

This integrated approach provides clients with a unified digital solution—from on-prem servers to cloud-native apps—while minimizing complexity and aligning security and compliance standards .

Collaborative, Sector-Aware Delivery

IT Researches emphasizes collaboration. Rather than replacing internal teams, their consultants and developers work alongside client staff—co-designing, mentoring, documenting, and implementing governance to empower client sustainability .

Their typical clientele includes SMEs, charities, public-sector bodies, and mission-driven organizations that lack deep IT resources but need robust, regulated, and scalable platforms

openpr.com

. Their solutions are judged by usability, explainability, and long-term maintainability as much as by technical function

Vision & Positioning

Headquartered in London and operating globally, IT Researches occupies the nexus between applied research and real-world implementation. With a team of developers, data scientists, analysts, and consultants, they design systems tailored to client challenges in regulated environments—prioritizing security, scalability, compliance, and user adoption

Their mission: move organizations from “AI curiosity” to “AI utility”, enabling measurable benefits such as administrative efficiency, workflow automation, data-driven decision-making, and secure remote work.

Conclusion

IT Researches exemplifies how global IT consultancies can offer locally responsive, AI-driven, and Microsoft-integrated solutions that solve real business problems. By blending advanced research with practical technology application—and supporting clients with mentorship and governance—they stand out as a partner for organizations seeking digital transformation that is strategic, sustainable, and user-centric.

[jazzbearingcrab]

I'm starting to wonder if the reason so many companies are investing in AI is because they are fully aware the enshittification of the internet has completely driven away most younger demographics from even touching a proper computer, not to mention how painfully expensive a decent PC, or hell even a laptop, is nowadays. So many children grow up only knowing a phone screen that they just don't know how to use a keyboard properly. They won't be able to learn how to navigate a file directory or format a spreadsheet without having to undo years upon years of wasted time that they were made to spend having garbage shoveled onto their screens. I still remember being taught how to speed-type and use keyboard shortcuts back in elementary school! And yeah, I was incredibly privileged to have been raised in a middle class area, but I still fully believe that EVERYONE should have access to that sort of education! With how much of our world is reliant on advancing technology, computer literacy should be a fucking mandatory skill to teach!

But that's would require the people who enshittified the systems we rely on to both acknowledge they did all this deliberately and to make a quick buck, and to fix it. They will of course do neither, and this is why they lean so hard into AI. They fully believe that AI will advance enough to replace everything a human could possibly need to do to ensure the internet stays in working order. They are completely wrong. AI still cannot differentiate between truth and fiction at a basic level. AI still cannot properly identify any face that is not white. AI still cannot write functional code for the prompt it is specifically given. AI is nowhere near advanced enough to accomplish those tasks, but major corporations continue to invest because if the gamble pays off, they don't have to hire anyone to do software work ever again. They never acknowledge that because of their own investments and enshittification, they are guaranteeing that when their gamble fails, they have fucked themselves on keeping anything functional once the ones currently handling the daily maintenance are dead.

This was really long and rambling but my point is: Become tech literate. Learn how to navigate a file manager. Learn how to access specific important files that might be stored away so deep that anything outside of a console query can't find them. Learn how to read the system diagnostics in the Command Prompt panel of your system. Learn how to make your technology work for you instead of just allowing it to do what it pleases and force you to go along with it. Learn to use a proper computer and how all the parts function on a basic level. Learn how to effectively use the search function on browser. And PLEASE stop using any kind of generative AI. Don't use it for school, for art, for inspiration, for data scraping, for therapy, for talking to the blorbos. Just don't use it.

[casualshieldspire]

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