• لو كان عندكم القدرة على تحسين نماذج اللغة الكبيرة (LLM) بطرق بسيطة، واش رايكم تكون النتيجة مفيدة ولا كارثية؟ تخيلوا معايا، لوكان كل واحد عنده طريقة خاصة ينظم بيها المعلومات ويخدم بها مشروعه.

    بالطبع، fine tuning واحدة من الطرق لي تخلي هاد النماذج تفهم أكثر وتكيّف مع احتياجاتنا. لكن هنا يجي السؤال: لو كانت هاد النماذج تستعمل في مجالات خطيرة، كيفاش نقدروا نتحكموا فيها باش ما تصيرش عفسة؟ منقدرش ننكروا باللي التكنولوجيا مهيش دايما في صالحنا، وفي بعض الأحيان تقدر تمثل خطر.

    أنتوما واش تشوفوا؟ هل تحتاجوا لمراقبة صارمة ولا نكتفيوا بالتطوير والتجريب؟

    #تكنولوجيا #الذكاء_الاصطناعي #تحسين #نقاش #الجزائر
    لو كان عندكم القدرة على تحسين نماذج اللغة الكبيرة (LLM) بطرق بسيطة، واش رايكم تكون النتيجة مفيدة ولا كارثية؟ تخيلوا معايا، لوكان كل واحد عنده طريقة خاصة ينظم بيها المعلومات ويخدم بها مشروعه. بالطبع، fine tuning واحدة من الطرق لي تخلي هاد النماذج تفهم أكثر وتكيّف مع احتياجاتنا. لكن هنا يجي السؤال: لو كانت هاد النماذج تستعمل في مجالات خطيرة، كيفاش نقدروا نتحكموا فيها باش ما تصيرش عفسة؟ منقدرش ننكروا باللي التكنولوجيا مهيش دايما في صالحنا، وفي بعض الأحيان تقدر تمثل خطر. أنتوما واش تشوفوا؟ هل تحتاجوا لمراقبة صارمة ولا نكتفيوا بالتطوير والتجريب؟ #تكنولوجيا #الذكاء_الاصطناعي #تحسين #نقاش #الجزائر
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  • Hey les amis! واش راكم؟ عندي لكم فيديو جديد يجيب على أسئلتكم حول "AI agents in Arabic". في الفيديو هذا، راح نتعمقوا في عالم الذكاء الاصطناعي وكيفاش الـ AI agents يقدروا يساعدونا في حياتنا اليومية.

    أنا شخصيًا، حبيت الفكرة لأنو هذي التكنولوجيا قادرة تغير الطريقة اللي نتعاملوا بها مع المعلومات. كيما عندي تجربة مع الـ fine tuning وكيفاش يمكننا نطوّروها، راح تشوفوا تفاصيل أكثر في هذا الفيديو.

    ما تفوتوش الفرصة تشوفوا الفيديو، راح يفتحلكم آفاق جديدة!

    https://www.youtube.com/watch?v=Z70Nocb3dSI

    #AIagents #ذكاء_اصطناعي #Technology #Innovation #KouraBytes
    🎥 Hey les amis! واش راكم؟ عندي لكم فيديو جديد يجيب على أسئلتكم حول "AI agents in Arabic". في الفيديو هذا، راح نتعمقوا في عالم الذكاء الاصطناعي وكيفاش الـ AI agents يقدروا يساعدونا في حياتنا اليومية. 🌟 أنا شخصيًا، حبيت الفكرة لأنو هذي التكنولوجيا قادرة تغير الطريقة اللي نتعاملوا بها مع المعلومات. كيما عندي تجربة مع الـ fine tuning وكيفاش يمكننا نطوّروها، راح تشوفوا تفاصيل أكثر في هذا الفيديو. ما تفوتوش الفرصة تشوفوا الفيديو، راح يفتحلكم آفاق جديدة! 🔗 https://www.youtube.com/watch?v=Z70Nocb3dSI #AIagents #ذكاء_اصطناعي #Technology #Innovation #KouraBytes
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  • سلام يا جماعة! اليوم جبتلكم فيديو متميز حول موضوع كلنا نحتاجو نفهموه: "What is LLM Fine Tuning" !

    في هالفيديو، راح نشرحلكم واش يعني ال fine tuning في ال LLM، كيما كأنك تدور على الوصفة المثالية للكبسة! يعني كيفاش نقدروا نطوّروا النماذج اللغوية الكبيرة وتخليها تفهمنا أكثر، بلا ما نحتاجوا نعلموها من جديد.

    شخصياً، كي بدأت نفهم الموضوع، حسيت بالفرق في شغلي وتفاعلي مع التكنولوجيا. كأنك تعطي الكمبيوتر "كودر" ليتفاهم معاك بشكل أفضل!

    في النهاية، التفكير في كيفية تحسين الأمور حولنا ديما حاجة رائعة، كأنك تضيف شوية توابل في أكلة تحبها!

    رابط الفيديو:
    https://www.youtube.com/watch?v=rt66rpbheQQ

    #FineTuning #LLM #تكنولوجيا #AI #تعلم
    🌟 سلام يا جماعة! اليوم جبتلكم فيديو متميز حول موضوع كلنا نحتاجو نفهموه: "What is LLM Fine Tuning" ! 😄 في هالفيديو، راح نشرحلكم واش يعني ال fine tuning في ال LLM، كيما كأنك تدور على الوصفة المثالية للكبسة! يعني كيفاش نقدروا نطوّروا النماذج اللغوية الكبيرة وتخليها تفهمنا أكثر، بلا ما نحتاجوا نعلموها من جديد. شخصياً، كي بدأت نفهم الموضوع، حسيت بالفرق في شغلي وتفاعلي مع التكنولوجيا. كأنك تعطي الكمبيوتر "كودر" ليتفاهم معاك بشكل أفضل! 🤖💻 في النهاية، التفكير في كيفية تحسين الأمور حولنا ديما حاجة رائعة، كأنك تضيف شوية توابل في أكلة تحبها! رابط الفيديو: https://www.youtube.com/watch?v=rt66rpbheQQ #FineTuning #LLM #تكنولوجيا #AI #تعلم
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  • Gaming Meets Streaming: Inside the Shift

    After a long, busy day, you boot up your gaming device but don’t quite feel like diving into an intense session. Instead, you open a broadcast of one of your favorite streamers and spend the evening laughing at commentary, reacting to unexpected moments, and just enjoying your time with fellow gamers. Sounds familiar?This everyday scenario perfectly captures the way live streaming platforms like Twitch, YouTube Gaming, or Kick have transformed the gaming experience — turning gameplay into shared moments where gamers broadcast in real-time while viewers watch, chat, learn, and discover new titles.What started as friends sharing gameplay clips has exploded into a multi-billion-dollar ecosystem where streamers are popular creators, viewers build communities around shared experiences, and watching games has become as popular as playing them. But how did streaming become such a powerful force in gaming – and what does it mean for players, creators, and the industry alike? Let’s find out!Why Do Gamers Love Streaming?So why are millions of gamers spending hours every week watching others play instead of jumping into a game themselves? The answer isn’t just one thing – it’s a mix of entertainment, learning, connection, and discovery that makes live streaming uniquely compelling. Let’s break it down.Entertainment at Your Own PaceSometimes, you just want to relax. Maybe you’re too mentally drained to queue up for ranked matches or start that complex RPG quest. Streaming offers the perfect low-effort alternative – the fun of gaming without needing to press a single button. Whether it's high-stakes gameplay, hilarious commentary, or unpredictable in-game chaos, streams let you enjoy all the excitement while kicking back on the couch, grabbing a snack, or chatting in the background.Learning and Skill DevelopmentStreaming isn’t just for laughs – it’s also one of the best ways to level up your own gameplay. Watching a skilled streamer handle a tricky boss fight, execute high-level strategies, or master a game’s mechanics can teach you far more than a dry tutorial ever could. Many gamers tune in specifically to study routes, tactics, builds, or even to understand if a game suits their playstyle before buying it. Think of it as education, but way more fun.Social Connection and CommunityOne of the most powerful draws of live streaming is the sense of community. Jumping into a stream isn’t like watching TV – it’s like entering a room full of people who love the same games you do. Chatting with fellow viewers, sharing reactions in real-time, tossing emotes into the chaos, and getting shoutouts from the streamer – it all creates a sense of belonging. For many, it’s a go-to social space where friendships, inside jokes, and even fandoms grow.Discovery of New Games and TrendsEver found a game you now love just because you saw a streamer play it? You’re not alone. Streaming has become a major discovery engine in gaming. Watching creators try new releases, revisit cult classics, or spotlight lesser-known indies helps players find titles they might never encounter on their own. Sometimes, entire genres or games blow up because of a few well-timed streams.Together, these draws have sparked a whole new kind of culture – gaming communities with their own languages, celebrities, and shared rituals.Inside Streaming CultureStreaming has created something unique in gaming: genuine relationships between creators and audiences who've never met. When Asmongold reacts to the latest releases or penguinz0 delivers his signature deadpan commentary, millions of viewers don't just watch – they feel like they're hanging out with a friend. These streamers have become trusted voices whose opinions carry real weight, making gaming fame more accessible than ever. Anyone with personality and dedication can build a loyal following and become a cultural influencer.If you've ever watched a Twitch stream, you've witnessed chat culture in action – a chaotic river of emotes, inside jokes, and reactions that somehow make perfect sense to regulars. "KEKW" expresses laughter, "Poggers" shows excitement, and memes spread like wildfire across communities. The chat itself becomes entertainment, with viewers competing to land the perfect reaction at just the right moment. These expressions often escape their stream origins, becoming part of the broader gaming vocabulary.For many viewers, streams have become part of their daily routine – tuning in at the same time, celebrating milestones, or witnessing historic gaming moments together. When a streamer finally beats that impossible boss, the entire community shares in the victory. These aren't just individual entertainment experiences — they're collective memories where thousands can say "I was there when it happened," creating communities that extend far beyond gaming itself.How Streamers Are Reshaping the Gaming IndustryWhile players tune in for fun and connection, behind the scenes, streaming is quietly reshaping how the gaming industry approaches everything from marketing to game design. What started as casual gameplay broadcasts is now influencing major decisions across studios and publishers.The New Marketing Powerhouse. Traditional game reviews and advertising have taken a backseat to streamer influence. A single popular creator playing your game can generate millions of views and drive massive sales overnight – just look at how Among Us exploded after a few key streamers discovered it, or how Fall Guys became a phenomenon through streaming momentum. Publishers now prioritize getting their games into the hands of influential streamers on launch day, knowing that authentic gameplay footage and reactions carry more weight than any trailer or review. Day-one streaming success has become make-or-break for many titles.Designing for the Stream. Developers are now creating games with streaming in mind. Modern titles include built-in streaming tools, spectator-friendly interfaces, and features that encourage viewer interaction like chat integration and voting systems. Games are designed to be visually clear and exciting to watch, not just play. Some developers even create "streamer modes" that remove copyrighted music or add special features for streamers. The rise of streaming has birthed entirely new genres — party games, reaction-heavy horror titles, and social deduction games all thrive because they're inherently entertaining to watch.The Creator Economy Boom. Streaming has created entirely new career paths and revenue streams within gaming. Successful streamers earn through donations, subscriptions, brand partnerships, and revenue sharing from platform-specific features like Twitch bits or YouTube Super Chat. This has spawned a massive creator economy where top streamers command six-figure sponsorship deals, while publishers allocate significant budgets to influencer partnerships rather than traditional advertising. The rise of streaming has also fueled the growth of esports, where pro players double as entertainers – drawing massive online audiences and blurring the line between competition and content.Video Game Streaming in NumbersWhile it’s easy to feel the impact of streaming in daily gaming life, the numbers behind the trend tell an even more powerful story. From billions in revenue to global shifts in viewer behavior, game streaming has grown into a massive industry reshaping how we play, watch, and connect. Here’s a look at the data driving the movement.Market Size & GrowthIn 2025, the global Games Live Streaming market is projected to generate billion in revenue. By 2030, that figure is expected to reach billion, growing at an annual rate of 4.32%.The average revenue per userin 2025 stands at showing consistent monetization across platforms.China remains the single largest market, expected to bring in billion this year alone.
    #gaming #meets #streaming #inside #shift
    Gaming Meets Streaming: Inside the Shift
    After a long, busy day, you boot up your gaming device but don’t quite feel like diving into an intense session. Instead, you open a broadcast of one of your favorite streamers and spend the evening laughing at commentary, reacting to unexpected moments, and just enjoying your time with fellow gamers. Sounds familiar?This everyday scenario perfectly captures the way live streaming platforms like Twitch, YouTube Gaming, or Kick have transformed the gaming experience — turning gameplay into shared moments where gamers broadcast in real-time while viewers watch, chat, learn, and discover new titles.What started as friends sharing gameplay clips has exploded into a multi-billion-dollar ecosystem where streamers are popular creators, viewers build communities around shared experiences, and watching games has become as popular as playing them. But how did streaming become such a powerful force in gaming – and what does it mean for players, creators, and the industry alike? Let’s find out!Why Do Gamers Love Streaming?So why are millions of gamers spending hours every week watching others play instead of jumping into a game themselves? The answer isn’t just one thing – it’s a mix of entertainment, learning, connection, and discovery that makes live streaming uniquely compelling. Let’s break it down.Entertainment at Your Own PaceSometimes, you just want to relax. Maybe you’re too mentally drained to queue up for ranked matches or start that complex RPG quest. Streaming offers the perfect low-effort alternative – the fun of gaming without needing to press a single button. Whether it's high-stakes gameplay, hilarious commentary, or unpredictable in-game chaos, streams let you enjoy all the excitement while kicking back on the couch, grabbing a snack, or chatting in the background.Learning and Skill DevelopmentStreaming isn’t just for laughs – it’s also one of the best ways to level up your own gameplay. Watching a skilled streamer handle a tricky boss fight, execute high-level strategies, or master a game’s mechanics can teach you far more than a dry tutorial ever could. Many gamers tune in specifically to study routes, tactics, builds, or even to understand if a game suits their playstyle before buying it. Think of it as education, but way more fun.Social Connection and CommunityOne of the most powerful draws of live streaming is the sense of community. Jumping into a stream isn’t like watching TV – it’s like entering a room full of people who love the same games you do. Chatting with fellow viewers, sharing reactions in real-time, tossing emotes into the chaos, and getting shoutouts from the streamer – it all creates a sense of belonging. For many, it’s a go-to social space where friendships, inside jokes, and even fandoms grow.Discovery of New Games and TrendsEver found a game you now love just because you saw a streamer play it? You’re not alone. Streaming has become a major discovery engine in gaming. Watching creators try new releases, revisit cult classics, or spotlight lesser-known indies helps players find titles they might never encounter on their own. Sometimes, entire genres or games blow up because of a few well-timed streams.Together, these draws have sparked a whole new kind of culture – gaming communities with their own languages, celebrities, and shared rituals.Inside Streaming CultureStreaming has created something unique in gaming: genuine relationships between creators and audiences who've never met. When Asmongold reacts to the latest releases or penguinz0 delivers his signature deadpan commentary, millions of viewers don't just watch – they feel like they're hanging out with a friend. These streamers have become trusted voices whose opinions carry real weight, making gaming fame more accessible than ever. Anyone with personality and dedication can build a loyal following and become a cultural influencer.If you've ever watched a Twitch stream, you've witnessed chat culture in action – a chaotic river of emotes, inside jokes, and reactions that somehow make perfect sense to regulars. "KEKW" expresses laughter, "Poggers" shows excitement, and memes spread like wildfire across communities. The chat itself becomes entertainment, with viewers competing to land the perfect reaction at just the right moment. These expressions often escape their stream origins, becoming part of the broader gaming vocabulary.For many viewers, streams have become part of their daily routine – tuning in at the same time, celebrating milestones, or witnessing historic gaming moments together. When a streamer finally beats that impossible boss, the entire community shares in the victory. These aren't just individual entertainment experiences — they're collective memories where thousands can say "I was there when it happened," creating communities that extend far beyond gaming itself.How Streamers Are Reshaping the Gaming IndustryWhile players tune in for fun and connection, behind the scenes, streaming is quietly reshaping how the gaming industry approaches everything from marketing to game design. What started as casual gameplay broadcasts is now influencing major decisions across studios and publishers.The New Marketing Powerhouse. Traditional game reviews and advertising have taken a backseat to streamer influence. A single popular creator playing your game can generate millions of views and drive massive sales overnight – just look at how Among Us exploded after a few key streamers discovered it, or how Fall Guys became a phenomenon through streaming momentum. Publishers now prioritize getting their games into the hands of influential streamers on launch day, knowing that authentic gameplay footage and reactions carry more weight than any trailer or review. Day-one streaming success has become make-or-break for many titles.Designing for the Stream. Developers are now creating games with streaming in mind. Modern titles include built-in streaming tools, spectator-friendly interfaces, and features that encourage viewer interaction like chat integration and voting systems. Games are designed to be visually clear and exciting to watch, not just play. Some developers even create "streamer modes" that remove copyrighted music or add special features for streamers. The rise of streaming has birthed entirely new genres — party games, reaction-heavy horror titles, and social deduction games all thrive because they're inherently entertaining to watch.The Creator Economy Boom. Streaming has created entirely new career paths and revenue streams within gaming. Successful streamers earn through donations, subscriptions, brand partnerships, and revenue sharing from platform-specific features like Twitch bits or YouTube Super Chat. This has spawned a massive creator economy where top streamers command six-figure sponsorship deals, while publishers allocate significant budgets to influencer partnerships rather than traditional advertising. The rise of streaming has also fueled the growth of esports, where pro players double as entertainers – drawing massive online audiences and blurring the line between competition and content.Video Game Streaming in NumbersWhile it’s easy to feel the impact of streaming in daily gaming life, the numbers behind the trend tell an even more powerful story. From billions in revenue to global shifts in viewer behavior, game streaming has grown into a massive industry reshaping how we play, watch, and connect. Here’s a look at the data driving the movement.Market Size & GrowthIn 2025, the global Games Live Streaming market is projected to generate billion in revenue. By 2030, that figure is expected to reach billion, growing at an annual rate of 4.32%.The average revenue per userin 2025 stands at showing consistent monetization across platforms.China remains the single largest market, expected to bring in billion this year alone. #gaming #meets #streaming #inside #shift
    Gaming Meets Streaming: Inside the Shift
    80.lv
    After a long, busy day, you boot up your gaming device but don’t quite feel like diving into an intense session. Instead, you open a broadcast of one of your favorite streamers and spend the evening laughing at commentary, reacting to unexpected moments, and just enjoying your time with fellow gamers. Sounds familiar?This everyday scenario perfectly captures the way live streaming platforms like Twitch, YouTube Gaming, or Kick have transformed the gaming experience — turning gameplay into shared moments where gamers broadcast in real-time while viewers watch, chat, learn, and discover new titles.What started as friends sharing gameplay clips has exploded into a multi-billion-dollar ecosystem where streamers are popular creators, viewers build communities around shared experiences, and watching games has become as popular as playing them. But how did streaming become such a powerful force in gaming – and what does it mean for players, creators, and the industry alike? Let’s find out!Why Do Gamers Love Streaming?So why are millions of gamers spending hours every week watching others play instead of jumping into a game themselves? The answer isn’t just one thing – it’s a mix of entertainment, learning, connection, and discovery that makes live streaming uniquely compelling. Let’s break it down.Entertainment at Your Own PaceSometimes, you just want to relax. Maybe you’re too mentally drained to queue up for ranked matches or start that complex RPG quest. Streaming offers the perfect low-effort alternative – the fun of gaming without needing to press a single button. Whether it's high-stakes gameplay, hilarious commentary, or unpredictable in-game chaos, streams let you enjoy all the excitement while kicking back on the couch, grabbing a snack, or chatting in the background.Learning and Skill DevelopmentStreaming isn’t just for laughs – it’s also one of the best ways to level up your own gameplay. Watching a skilled streamer handle a tricky boss fight, execute high-level strategies, or master a game’s mechanics can teach you far more than a dry tutorial ever could. Many gamers tune in specifically to study routes, tactics, builds, or even to understand if a game suits their playstyle before buying it. Think of it as education, but way more fun.Social Connection and CommunityOne of the most powerful draws of live streaming is the sense of community. Jumping into a stream isn’t like watching TV – it’s like entering a room full of people who love the same games you do. Chatting with fellow viewers, sharing reactions in real-time, tossing emotes into the chaos, and getting shoutouts from the streamer – it all creates a sense of belonging. For many, it’s a go-to social space where friendships, inside jokes, and even fandoms grow.Discovery of New Games and TrendsEver found a game you now love just because you saw a streamer play it? You’re not alone. Streaming has become a major discovery engine in gaming. Watching creators try new releases, revisit cult classics, or spotlight lesser-known indies helps players find titles they might never encounter on their own. Sometimes, entire genres or games blow up because of a few well-timed streams (Among Us, Vampire Survivors, Only Up! – all made big by streamers).Together, these draws have sparked a whole new kind of culture – gaming communities with their own languages, celebrities, and shared rituals.Inside Streaming CultureStreaming has created something unique in gaming: genuine relationships between creators and audiences who've never met. When Asmongold reacts to the latest releases or penguinz0 delivers his signature deadpan commentary, millions of viewers don't just watch – they feel like they're hanging out with a friend. These streamers have become trusted voices whose opinions carry real weight, making gaming fame more accessible than ever. Anyone with personality and dedication can build a loyal following and become a cultural influencer.If you've ever watched a Twitch stream, you've witnessed chat culture in action – a chaotic river of emotes, inside jokes, and reactions that somehow make perfect sense to regulars. "KEKW" expresses laughter, "Poggers" shows excitement, and memes spread like wildfire across communities. The chat itself becomes entertainment, with viewers competing to land the perfect reaction at just the right moment. These expressions often escape their stream origins, becoming part of the broader gaming vocabulary.For many viewers, streams have become part of their daily routine – tuning in at the same time, celebrating milestones, or witnessing historic gaming moments together. When a streamer finally beats that impossible boss, the entire community shares in the victory. These aren't just individual entertainment experiences — they're collective memories where thousands can say "I was there when it happened," creating communities that extend far beyond gaming itself.How Streamers Are Reshaping the Gaming IndustryWhile players tune in for fun and connection, behind the scenes, streaming is quietly reshaping how the gaming industry approaches everything from marketing to game design. What started as casual gameplay broadcasts is now influencing major decisions across studios and publishers.The New Marketing Powerhouse. Traditional game reviews and advertising have taken a backseat to streamer influence. A single popular creator playing your game can generate millions of views and drive massive sales overnight – just look at how Among Us exploded after a few key streamers discovered it, or how Fall Guys became a phenomenon through streaming momentum. Publishers now prioritize getting their games into the hands of influential streamers on launch day, knowing that authentic gameplay footage and reactions carry more weight than any trailer or review. Day-one streaming success has become make-or-break for many titles.Designing for the Stream. Developers are now creating games with streaming in mind. Modern titles include built-in streaming tools, spectator-friendly interfaces, and features that encourage viewer interaction like chat integration and voting systems. Games are designed to be visually clear and exciting to watch, not just play. Some developers even create "streamer modes" that remove copyrighted music or add special features for streamers. The rise of streaming has birthed entirely new genres — party games, reaction-heavy horror titles, and social deduction games all thrive because they're inherently entertaining to watch.The Creator Economy Boom. Streaming has created entirely new career paths and revenue streams within gaming. Successful streamers earn through donations, subscriptions, brand partnerships, and revenue sharing from platform-specific features like Twitch bits or YouTube Super Chat. This has spawned a massive creator economy where top streamers command six-figure sponsorship deals, while publishers allocate significant budgets to influencer partnerships rather than traditional advertising. The rise of streaming has also fueled the growth of esports, where pro players double as entertainers – drawing massive online audiences and blurring the line between competition and content.Video Game Streaming in NumbersWhile it’s easy to feel the impact of streaming in daily gaming life, the numbers behind the trend tell an even more powerful story. From billions in revenue to global shifts in viewer behavior, game streaming has grown into a massive industry reshaping how we play, watch, and connect. Here’s a look at the data driving the movement.Market Size & GrowthIn 2025, the global Games Live Streaming market is projected to generate $15.32 billion in revenue. By 2030, that figure is expected to reach $18.92 billion, growing at an annual rate of 4.32%.The average revenue per user (ARPU) in 2025 stands at $10.51, showing consistent monetization across platforms.China remains the single largest market, expected to bring in $2.92 billion this year alone.Source: Statista Market Insights, 2025Viewership & Daily HabitsThe number of users in the live game streaming market is forecast to hit 1.8 billion by 2030, with user penetration rising from 18.6% in 2025 to 22.6% by the end of the decade.In 2023, average daily time spent watching game streams rose to 2.5 hours per user, up 12% year-over-year — a clear sign of streaming becoming part of gamers’ daily routines.Sources: Statista Market Insights, 2025; SNS Insider, 2024What People Are WatchingThe most-watched games on Twitch include League of Legends, GTA V, and Counter-Strike — all regularly topping charts for both viewers and streamers.When it comes to creators, the most-streamed games are Fortnite, Valorant, and Call of Duty: Warzone, showing a strong overlap between what streamers love to broadcast and what audiences enjoy watching.In Q1 2024, Twitch users spent over 249 million hours watching new game releases, while total gaming-related content reached around 3.3 billion hours.Sources: SullyGnome, 2025; Statista, 2025Global Trends & Regional PlatformsChina’s local platforms like Huya (31M MAU) and Douyu (26.6M MAU) remain key players in the domestic market.In South Korea, following Twitch’s 2023 exit, local services like AfreecaTV and newcomer Chzzk have positioned themselves as alternatives.Meanwhile, Japan and Europe continue to see steady engagement driven by strong gaming scenes and dedicated fan communities.Source: Statista, 2025Event Livestreaming Hits New HighsNintendo Direct was the most-watched gaming showcase in 2024, with an average minute audience of 2.6 million.The 2024 Streamer Awards drew over 645,000 peak viewers, highlighting how creator-focused events now rival traditional game showcases.Source: Statista, 2025As game streaming continues to evolve, its role in the broader gaming ecosystem is becoming clearer. It hasn’t replaced traditional gameplay – instead, it’s added a new dimension to how people engage with games, offering a space for connection, discovery, and commentary. For players, creators, and industry leaders alike, streaming now sits alongside playing as a core part of the modern gaming experience – one that continues to grow and shift with the industry itself.
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  • في عالم مليء بالتكنولوجيا، واش كاين أعمق من التواصل بين الإنسان والآلة؟

    المقال الجديد يتناول فكرة "Fine-tuning GPT-2 from human preferences"، ويناقش كيفاش تم تعديل نموذج GPT-2 باستخدام آراء البشر. يعني، الفريق استعمل ملاحظات من الناس باش يحسّنوا أداء النموذج، وبالرغم من أنه في بعض الأحيان كانت تفضيلات الناس مختلفة عن أفكارهم! مثلاً، في مهام تلخيص النصوص، الناس حبوا النسخ المباشر من النص الأصلي.

    شخصياً، هذا يخليني نفكر في كيفاش ممكن نتحكموا في الآلات، هل نقدروا نخلوها تعكس قيمنا الحقيقية؟ التكنولوجيا ممكن تكون وسيلة للتواصل، لكن إذا ما فهمناش معانيها بعمق، راح نبقاو بعيدين على الأصالة.

    تفضلوا شوفوا التفاصيل هنا:
    https://openai.com/index/fine-tuning-gpt-2
    #تكنولوجيا #HumanFeedback #GPT2 #AI #فلسفة
    🤔 في عالم مليء بالتكنولوجيا، واش كاين أعمق من التواصل بين الإنسان والآلة؟ المقال الجديد يتناول فكرة "Fine-tuning GPT-2 from human preferences"، ويناقش كيفاش تم تعديل نموذج GPT-2 باستخدام آراء البشر. يعني، الفريق استعمل ملاحظات من الناس باش يحسّنوا أداء النموذج، وبالرغم من أنه في بعض الأحيان كانت تفضيلات الناس مختلفة عن أفكارهم! مثلاً، في مهام تلخيص النصوص، الناس حبوا النسخ المباشر من النص الأصلي. شخصياً، هذا يخليني نفكر في كيفاش ممكن نتحكموا في الآلات، هل نقدروا نخلوها تعكس قيمنا الحقيقية؟ 🤔 التكنولوجيا ممكن تكون وسيلة للتواصل، لكن إذا ما فهمناش معانيها بعمق، راح نبقاو بعيدين على الأصالة. تفضلوا شوفوا التفاصيل هنا: https://openai.com/index/fine-tuning-gpt-2 #تكنولوجيا #HumanFeedback #GPT2 #AI #فلسفة
    openai.com
    We’ve fine-tuned the 774M parameter GPT-2 language model using human feedback for various tasks, successfully matching the preferences of the external human labelers, though those preferences did not always match our own. Specifically, for summarizat
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  • هل سبق لك أن تساءلت كيف يمكن تحسين نماذج اللغة الكبيرة مثل LLMs بشكل فعّال؟

    في الفيديو الجديد، نتحدث عن "LLMs Fine-Tuning" ونقدم تطبيق عملي خطوة بخطوة. نبدأ بتعريف الفاين-تونيغ ونستعرض مجموعة من المهام التي يمكننا تنفيذها باستخدام موديل Qwen2.5 1.5B. بما أنو لغة الضاد مش سهلة على بعض النماذج، اكتشفنا كيف نقدّم البيانات بشكل صحيح ونجرب المهام اللي استغربنا لنجاحها بعد التعلّم.

    شخصياً، كانت التجربة مفاجئة لي كيف إنو بيانات نظيفة ومرتبة يمكنها تغيّر الأداء بشكل كبير. العملية كلها كانت تحدّي، لكن النتائج كانت تستحق الجهد!

    فيديو جدير بالمشاهدة لكل واحد مهتم بعالم الذكاء الاصطناعي.

    https://www.youtube.com/watch?v=IYVV0boR_DI

    #LLM #FineTuning #AI #DataScience #ذكاء_اصطناعي
    هل سبق لك أن تساءلت كيف يمكن تحسين نماذج اللغة الكبيرة مثل LLMs بشكل فعّال؟ 😲 في الفيديو الجديد، نتحدث عن "LLMs Fine-Tuning" ونقدم تطبيق عملي خطوة بخطوة. نبدأ بتعريف الفاين-تونيغ ونستعرض مجموعة من المهام التي يمكننا تنفيذها باستخدام موديل Qwen2.5 1.5B. بما أنو لغة الضاد مش سهلة على بعض النماذج، اكتشفنا كيف نقدّم البيانات بشكل صحيح ونجرب المهام اللي استغربنا لنجاحها بعد التعلّم. شخصياً، كانت التجربة مفاجئة لي كيف إنو بيانات نظيفة ومرتبة يمكنها تغيّر الأداء بشكل كبير. العملية كلها كانت تحدّي، لكن النتائج كانت تستحق الجهد! فيديو جدير بالمشاهدة لكل واحد مهتم بعالم الذكاء الاصطناعي. https://www.youtube.com/watch?v=IYVV0boR_DI #LLM #FineTuning #AI #DataScience #ذكاء_اصطناعي
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  • صادفت اليوم خبر عن كيفاش التكنولوجيا قاعدة تطوّر بزاف في مجال الخرائط وذكرتني بموضوع مهم: "Building smarter maps with GPT-4o vision fine-tuning".

    في المقال هذا، يتحدثوا على كيفاش نستعملوا الذكاء الاصطناعي في تحسين الخرائط وجعلها أكثر ذكاءً. يعني، مع GPT-4o، الخريطة ما رح تكون مجرد خطوط وألوان، بل رح تكون كأنها تحكي لك كل التفاصيل!

    شخصياً، كنت دايماً معجب بالتكنولوجيا وكيفاش تسهل حياتنا، خاصة في التنقل والتوجيه. تخيلوا لو كانت الخرائط قادرة على توجيهنا حسب حركة المرور والطقس في نفس الوقت!

    هذا النوع من الابتكارات يفتح لنا آفاق جديدة ويدعونا نفكر في المستقبل كيفاش رح يكون.

    https://openai.com/index/grab
    #تكنولوجيا #خرائط #ذكاء_اصطناعي #Innovation #AI
    🌍 صادفت اليوم خبر عن كيفاش التكنولوجيا قاعدة تطوّر بزاف في مجال الخرائط وذكرتني بموضوع مهم: "Building smarter maps with GPT-4o vision fine-tuning". في المقال هذا، يتحدثوا على كيفاش نستعملوا الذكاء الاصطناعي في تحسين الخرائط وجعلها أكثر ذكاءً. يعني، مع GPT-4o، الخريطة ما رح تكون مجرد خطوط وألوان، بل رح تكون كأنها تحكي لك كل التفاصيل! 🤖✨ شخصياً، كنت دايماً معجب بالتكنولوجيا وكيفاش تسهل حياتنا، خاصة في التنقل والتوجيه. تخيلوا لو كانت الخرائط قادرة على توجيهنا حسب حركة المرور والطقس في نفس الوقت! هذا النوع من الابتكارات يفتح لنا آفاق جديدة ويدعونا نفكر في المستقبل كيفاش رح يكون. https://openai.com/index/grab #تكنولوجيا #خرائط #ذكاء_اصطناعي #Innovation #AI
    openai.com
    Building smarter maps with GPT-4o vision fine-tuning
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  • وش راكم صحابي؟! اليوم عندي جديد على موضوع AI اللي داير ضجة في عالم التكنولوجيا!

    المقال هدا يتكلم على "Fine-tuning now available for GPT-4o" يعني تقدروا تديروا نسخ مخصصة من GPT-4o اللي تعطيكم أداء ودقة أفضل للتطبيقات تاعكم. تخيلوا تقدروا تخصصوا النموذج كيف ما تحبوا، باش يتماشى مع احتياجاتكم بالضبط!

    شخصياً، كنت جربت هاد النوع من التخصيص في مشاريعي، وكان عندو تأثير كبير في النتائج. يعني، الخدمة تاع AI يمكن تدير شغل عجيب إذا فهمنا كيفاش نستغلوه!!

    ها، فكرتوا في كيفاش تقدروا تستعملوا هاد التقنية في مشاريعكم؟

    https://openai.com/index/gpt-4o-fine-tuning
    #GPT4o #AI #تكنولوجيا #تخصيص #Innovation
    🚀 وش راكم صحابي؟! اليوم عندي جديد على موضوع AI اللي داير ضجة في عالم التكنولوجيا! المقال هدا يتكلم على "Fine-tuning now available for GPT-4o" يعني تقدروا تديروا نسخ مخصصة من GPT-4o اللي تعطيكم أداء ودقة أفضل للتطبيقات تاعكم. تخيلوا تقدروا تخصصوا النموذج كيف ما تحبوا، باش يتماشى مع احتياجاتكم بالضبط! شخصياً، كنت جربت هاد النوع من التخصيص في مشاريعي، وكان عندو تأثير كبير في النتائج. يعني، الخدمة تاع AI يمكن تدير شغل عجيب إذا فهمنا كيفاش نستغلوه!! ها، فكرتوا في كيفاش تقدروا تستعملوا هاد التقنية في مشاريعكم؟ https://openai.com/index/gpt-4o-fine-tuning #GPT4o #AI #تكنولوجيا #تخصيص #Innovation
    openai.com
    Fine-tune custom versions of GPT-4o to increase performance and accuracy for your applications
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  • ستحبوا هاد الجديد!

    مؤخراً، قرأت مقال عن كيفاش Urban Automotive، واحد التونر من UK، زادوا للـMercedes G-Class لمسة خاصة بفضل الكيت Widetrack. يا سلام! هاد السيارة عندها جمالية خاصة، لكن مع هاد التعديل، ولاّت تحبس الأنفاس أكثر.

    شفت الفيديوهات وعيطت دايماً على هاد الطراز، حسا كأنها فخامة فريدة في كل تفصيلة. كي تشوفها، تحس روحها فيها أناقة وقوة. بالنسبة لي، كلما زادوا التعديلات المبهرة، كلما زادت المتعة في القيادة.

    لازم نفكر كيفاش يمكن نحسنوا من تجاربنا اليومية كيما هاد التعديل اللي يغير كل حاجة.

    https://www.benzinsider.com/uk-tuner-unlocks-a-bolder-aura-for-the-mercedes-g-class/
    #MercedesGClass #Tuning #UrbanAutomotive #AutoPassion #LuxuryCars
    ستحبوا هاد الجديد! 🚗✨ مؤخراً، قرأت مقال عن كيفاش Urban Automotive، واحد التونر من UK، زادوا للـMercedes G-Class لمسة خاصة بفضل الكيت Widetrack. يا سلام! هاد السيارة عندها جمالية خاصة، لكن مع هاد التعديل، ولاّت تحبس الأنفاس أكثر. شفت الفيديوهات وعيطت دايماً على هاد الطراز، حسا كأنها فخامة فريدة في كل تفصيلة. كي تشوفها، تحس روحها فيها أناقة وقوة. بالنسبة لي، كلما زادوا التعديلات المبهرة، كلما زادت المتعة في القيادة. لازم نفكر كيفاش يمكن نحسنوا من تجاربنا اليومية كيما هاد التعديل اللي يغير كل حاجة. https://www.benzinsider.com/uk-tuner-unlocks-a-bolder-aura-for-the-mercedes-g-class/ #MercedesGClass #Tuning #UrbanAutomotive #AutoPassion #LuxuryCars
    www.benzinsider.com
    The Mercedes G-Class belongs in a class of its own. Its iconic appeal never fails to stand out, even in its standard look. Urban Automotive (UA), a UK-based tuner, has elevated the auto to another level with its signature Widetrack body kit to bring
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  • Best Weapon Loadouts For CoD: Warzone In BO6 Season 5

    For Warzone, Call of Duty Season 5 added new weapons, attachment changes, and weapon tuning. This season makes a few new changes to the weapon meta, so we have some updated loadout recommendations to consider for your next match of Warzone.Additionally, Season 5 launched with a brand-new battle pass, which added plenty of cosmetics and two new weapons to unlock. Black Ops 6 multiplayer has new maps and modes, and the update added Reckoning as the final Zombies map. Make sure to check out the full highlights for Call of Duty Season 5, and we also break down the major changes from the Season 5 patch notes for both multiplayer and Warzone.All our recommended Warzone loadouts can be viewed below, and we also have suggested Season 5 multiplayer loadouts. Cypher 091The Cypher is one of the most popular and powerful choices to use for long-range fights in Warzone. This can be a very reliable assault rifle to use at most ranges and across maps and modes for battle royale.Recommended Cypher 091 attachments:Optic: Willis 3xMuzzle: CompensatorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag II GPR 91The GPR 91 assault rifle is a solid choice for a sniper support weapon in Season 5 of Warzone. The recommended attachments will help manage recoil, boost the ammo count, as well as increase the damage range and bullet velocity.If you didn't unlock the G-Grip attachment in last season's battle pass, you'll want to head to the Armory and select it as your current Armory challenge. This is usually just an XP-based challenge to complete. The G-Grip will provide a better boost to the gun's horizontal recoil and provide better stabilization when firing.Recommended GPR 91 attachments:Optic: Kepler MicroflexMuzzle: CompensatorBarrel: Reinforced BarrelUnderbarrel: G-GripMagazine: Extended Mag I AMES 85Season 5's buff to the Ames 85 makes this assault rifle once again a strong contender for long-range options in Warzone. This is a fairly easy-to-use gun, but the recommended attachments will help decrease some of the weapon's recoil.Recommended AMES 85 attachments:Optic: Willis 3xMuzzle: CompensatorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag II ABR A1Season 5 brings back Call of Duty's classic AUG rifle, which is renamed as the ABR A1 assault rifle in Black Ops 6. This is a three-round burst rifle, and it has a built-in scope, so you don't have to waste an attachment on an optic. This is a solid pick for long-to-medium range combat.If you don't like the built-in scope on the ABR A1, you can swap the recommended Recoil Springs attachment for a different optic like the Willis 3x.Recommended ABR A1 attachments:Muzzle: Monolithic SuppressorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IFire Mod: Recoil Springs C9The C9 is one of the strongest choices for close-range weapons in Warzone. The recommended attachments will help increase the damage range and decrease the gun's recoil.Recommended C9 attachments:Barrel: Long BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IIRear Grip: Ergonomic GripStock: Balanced Stock LadraAnother great choice for close-range fights in Season 5 is the Ladra submachine gun. The recommended attachments will boost the gun's damage range and help reduce the recoil.Recommended Ladra attachments:Muzzle: CompensatorBarrel: Long BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IStock: Balanced Stock HDRDespite the developer's best efforts to nerf the HDR and buff other sniper rifles in the game, the HDR is still the most powerful and most popular pick for Warzone. The recommended attachments for Season 5 are mostly the same, but you might want to consider using the Lightweight Bipod underbarrel if you aren't already to help with the idle aiming sway.Recommended HDR attachments:Muzzle: Monolithic SuppressorBarrel: Gain-Twist BarrelUnderbarrel: Lightweight BipodRear Grip: Quickdraw GripFire Mod: 108MM Overpressured Victus XMRA notable mention for sniping variety: Season 4 Reloaded did buff MW2's Victus XMR to also allow for one-shot kills at all ranges, and that hasn't changed in Season 5. This can give you some variety when sniping, and the Victus XMR is a more lightweight and mobile sniper choice. The recommended attachments will help you make the most of this gun's power and increase mobility.Recommended Victus XMR attachments:Optic: SP-X 80 6.6xMuzzle: VT-7 Spiritfire SuppressorBarrel: Mack 8 33.5 SuperStock: XRK Rise 50Ammunition: .50 Cal High Grain Rounds
    #best #weapon #loadouts #cod #warzone
    Best Weapon Loadouts For CoD: Warzone In BO6 Season 5
    For Warzone, Call of Duty Season 5 added new weapons, attachment changes, and weapon tuning. This season makes a few new changes to the weapon meta, so we have some updated loadout recommendations to consider for your next match of Warzone.Additionally, Season 5 launched with a brand-new battle pass, which added plenty of cosmetics and two new weapons to unlock. Black Ops 6 multiplayer has new maps and modes, and the update added Reckoning as the final Zombies map. Make sure to check out the full highlights for Call of Duty Season 5, and we also break down the major changes from the Season 5 patch notes for both multiplayer and Warzone.All our recommended Warzone loadouts can be viewed below, and we also have suggested Season 5 multiplayer loadouts. Cypher 091The Cypher is one of the most popular and powerful choices to use for long-range fights in Warzone. This can be a very reliable assault rifle to use at most ranges and across maps and modes for battle royale.Recommended Cypher 091 attachments:Optic: Willis 3xMuzzle: CompensatorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag II GPR 91The GPR 91 assault rifle is a solid choice for a sniper support weapon in Season 5 of Warzone. The recommended attachments will help manage recoil, boost the ammo count, as well as increase the damage range and bullet velocity.If you didn't unlock the G-Grip attachment in last season's battle pass, you'll want to head to the Armory and select it as your current Armory challenge. This is usually just an XP-based challenge to complete. The G-Grip will provide a better boost to the gun's horizontal recoil and provide better stabilization when firing.Recommended GPR 91 attachments:Optic: Kepler MicroflexMuzzle: CompensatorBarrel: Reinforced BarrelUnderbarrel: G-GripMagazine: Extended Mag I AMES 85Season 5's buff to the Ames 85 makes this assault rifle once again a strong contender for long-range options in Warzone. This is a fairly easy-to-use gun, but the recommended attachments will help decrease some of the weapon's recoil.Recommended AMES 85 attachments:Optic: Willis 3xMuzzle: CompensatorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag II ABR A1Season 5 brings back Call of Duty's classic AUG rifle, which is renamed as the ABR A1 assault rifle in Black Ops 6. This is a three-round burst rifle, and it has a built-in scope, so you don't have to waste an attachment on an optic. This is a solid pick for long-to-medium range combat.If you don't like the built-in scope on the ABR A1, you can swap the recommended Recoil Springs attachment for a different optic like the Willis 3x.Recommended ABR A1 attachments:Muzzle: Monolithic SuppressorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IFire Mod: Recoil Springs C9The C9 is one of the strongest choices for close-range weapons in Warzone. The recommended attachments will help increase the damage range and decrease the gun's recoil.Recommended C9 attachments:Barrel: Long BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IIRear Grip: Ergonomic GripStock: Balanced Stock LadraAnother great choice for close-range fights in Season 5 is the Ladra submachine gun. The recommended attachments will boost the gun's damage range and help reduce the recoil.Recommended Ladra attachments:Muzzle: CompensatorBarrel: Long BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IStock: Balanced Stock HDRDespite the developer's best efforts to nerf the HDR and buff other sniper rifles in the game, the HDR is still the most powerful and most popular pick for Warzone. The recommended attachments for Season 5 are mostly the same, but you might want to consider using the Lightweight Bipod underbarrel if you aren't already to help with the idle aiming sway.Recommended HDR attachments:Muzzle: Monolithic SuppressorBarrel: Gain-Twist BarrelUnderbarrel: Lightweight BipodRear Grip: Quickdraw GripFire Mod: 108MM Overpressured Victus XMRA notable mention for sniping variety: Season 4 Reloaded did buff MW2's Victus XMR to also allow for one-shot kills at all ranges, and that hasn't changed in Season 5. This can give you some variety when sniping, and the Victus XMR is a more lightweight and mobile sniper choice. The recommended attachments will help you make the most of this gun's power and increase mobility.Recommended Victus XMR attachments:Optic: SP-X 80 6.6xMuzzle: VT-7 Spiritfire SuppressorBarrel: Mack 8 33.5 SuperStock: XRK Rise 50Ammunition: .50 Cal High Grain Rounds #best #weapon #loadouts #cod #warzone
    Best Weapon Loadouts For CoD: Warzone In BO6 Season 5
    www.gamespot.com
    For Warzone, Call of Duty Season 5 added new weapons, attachment changes, and weapon tuning. This season makes a few new changes to the weapon meta, so we have some updated loadout recommendations to consider for your next match of Warzone.Additionally, Season 5 launched with a brand-new battle pass, which added plenty of cosmetics and two new weapons to unlock. Black Ops 6 multiplayer has new maps and modes, and the update added Reckoning as the final Zombies map. Make sure to check out the full highlights for Call of Duty Season 5, and we also break down the major changes from the Season 5 patch notes for both multiplayer and Warzone.All our recommended Warzone loadouts can be viewed below, and we also have suggested Season 5 multiplayer loadouts. Cypher 091The Cypher is one of the most popular and powerful choices to use for long-range fights in Warzone. This can be a very reliable assault rifle to use at most ranges and across maps and modes for battle royale.Recommended Cypher 091 attachments:Optic: Willis 3xMuzzle: CompensatorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag II GPR 91The GPR 91 assault rifle is a solid choice for a sniper support weapon in Season 5 of Warzone. The recommended attachments will help manage recoil, boost the ammo count, as well as increase the damage range and bullet velocity.If you didn't unlock the G-Grip attachment in last season's battle pass, you'll want to head to the Armory and select it as your current Armory challenge. This is usually just an XP-based challenge to complete. The G-Grip will provide a better boost to the gun's horizontal recoil and provide better stabilization when firing.Recommended GPR 91 attachments:Optic: Kepler MicroflexMuzzle: CompensatorBarrel: Reinforced BarrelUnderbarrel: G-GripMagazine: Extended Mag I AMES 85Season 5's buff to the Ames 85 makes this assault rifle once again a strong contender for long-range options in Warzone. This is a fairly easy-to-use gun, but the recommended attachments will help decrease some of the weapon's recoil.Recommended AMES 85 attachments:Optic: Willis 3xMuzzle: CompensatorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag II ABR A1Season 5 brings back Call of Duty's classic AUG rifle, which is renamed as the ABR A1 assault rifle in Black Ops 6. This is a three-round burst rifle, and it has a built-in scope, so you don't have to waste an attachment on an optic. This is a solid pick for long-to-medium range combat.If you don't like the built-in scope on the ABR A1, you can swap the recommended Recoil Springs attachment for a different optic like the Willis 3x.Recommended ABR A1 attachments:Muzzle: Monolithic SuppressorBarrel: Gain-Twist BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IFire Mod: Recoil Springs C9The C9 is one of the strongest choices for close-range weapons in Warzone. The recommended attachments will help increase the damage range and decrease the gun's recoil.Recommended C9 attachments:Barrel: Long BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IIRear Grip: Ergonomic GripStock: Balanced Stock LadraAnother great choice for close-range fights in Season 5 is the Ladra submachine gun. The recommended attachments will boost the gun's damage range and help reduce the recoil.Recommended Ladra attachments:Muzzle: CompensatorBarrel: Long BarrelUnderbarrel: Vertical ForegripMagazine: Extended Mag IStock: Balanced Stock HDRDespite the developer's best efforts to nerf the HDR and buff other sniper rifles in the game, the HDR is still the most powerful and most popular pick for Warzone. The recommended attachments for Season 5 are mostly the same, but you might want to consider using the Lightweight Bipod underbarrel if you aren't already to help with the idle aiming sway.Recommended HDR attachments:Muzzle: Monolithic SuppressorBarrel: Gain-Twist BarrelUnderbarrel: Lightweight BipodRear Grip: Quickdraw GripFire Mod: 108MM Overpressured Victus XMRA notable mention for sniping variety: Season 4 Reloaded did buff MW2's Victus XMR to also allow for one-shot kills at all ranges, and that hasn't changed in Season 5. This can give you some variety when sniping, and the Victus XMR is a more lightweight and mobile sniper choice. The recommended attachments will help you make the most of this gun's power and increase mobility.Recommended Victus XMR attachments:Optic: SP-X 80 6.6xMuzzle: VT-7 Spiritfire SuppressorBarrel: Mack 8 33.5 SuperStock: XRK Rise 50Ammunition: .50 Cal High Grain Rounds
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  • يا جماعة، شحالكم؟

    سمعتوا بلي تكنولوجيا GPT-3.5 Turbo ولات فيها جديد! هاد المرة المطورين يقدرو يجيبوا البيانات تاعهم ويخصصوها حسب احتياجاتهم. يعني، تصوّروا، تقدر تمشي ببياناتك الخاصة وتعلم الذكاء الاصطناعي على كيفك!

    أنا شخصياً، هاد الشي يحمسني بزاف لأنه يفتح آفاق جديدة في عالم البرمجة والتطوير. تخيلوا، كل واحد فينا يقدر يخلق شيء خاص بيه ويدمجوه مع الذكاء الاصطناعي. راهم يخططوا لحياة أكثر ذكاء، وهذا شيء زوين بزاااف.

    لازم نفكر كيفاش نستغلو هاد الفرصة الكبيرة في مشاريعنا. الفرص جاي من كل جهة!

    تابعوا التفاصيل هنا:
    https://openai.com/index/gpt-3-5-turbo-fine-tuning-and-api-updates

    #تكنولوجيا #GPT3.5 #ذكاء_اصطناعي #Développement #Innovation
    يا جماعة، شحالكم؟ 🤗 سمعتوا بلي تكنولوجيا GPT-3.5 Turbo ولات فيها جديد! هاد المرة المطورين يقدرو يجيبوا البيانات تاعهم ويخصصوها حسب احتياجاتهم. يعني، تصوّروا، تقدر تمشي ببياناتك الخاصة وتعلم الذكاء الاصطناعي على كيفك! 😍 أنا شخصياً، هاد الشي يحمسني بزاف لأنه يفتح آفاق جديدة في عالم البرمجة والتطوير. تخيلوا، كل واحد فينا يقدر يخلق شيء خاص بيه ويدمجوه مع الذكاء الاصطناعي. راهم يخططوا لحياة أكثر ذكاء، وهذا شيء زوين بزاااف. لازم نفكر كيفاش نستغلو هاد الفرصة الكبيرة في مشاريعنا. الفرص جاي من كل جهة! تابعوا التفاصيل هنا: https://openai.com/index/gpt-3-5-turbo-fine-tuning-and-api-updates #تكنولوجيا #GPT3.5 #ذكاء_اصطناعي #Développement #Innovation
    openai.com
    Developers can now bring their own data to customize GPT-3.5 Turbo for their use cases.
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