@Salesforce #Writer launches #AI #agents that act w/out #prompts, taking on @Amazon, @Microsoft. shift from #reactiveAI 2 #proactiveAi #Agents marks #InflectionPoint 4 #EnterpriseSW #software4.0 . Until now most required a #HumanInLoop venturebeat.com/technology/w… via @VentureBeat

سلام، مطلب شما وارد است. من‌متن اولیه را که‌انگلیسی بود عینا ترجمه کردم.‌ بعد خود مقاله اصلی را هم در archiv کمی برانداز کردم. منتهی نمیدانم چرا برخلاف رویه معمولم به affiliation نویسندگان‌ دقت‌ نکردم. از دپارتمان‌های مهندسی MIT وHarvardهم جزء نویسندگان هستند ولی نویسندگان‌اول و آخر از Deep Principle هستند. بنابراین باید آنرا کار Deep Principle قلمداد کرد. توضیحات تکمیلی در مورد این شرکت: بله، شرکتی تحقیقاتی به نام **Deep Principle** (که گاهی به عنوان Deep Principles Technology نیز شناخته می‌شود) در **هانگژو، چین** وجود دارد. این شرکت در سال ۲۰۲۴ توسط جیا هائوجون (فارغ‌التحصیل دکترای MIT در شیمی محاسباتی کوانتومی) تأسیس شده و متخصص در **هوش مصنوعی برای علم** (AI for Science) است، به ویژه تسریع کشف مواد شیمیایی و مواد با استفاده از هوش مصنوعی، محاسبات اصول اولیه، شیمی کوانتومی و آزمایش‌های پربازده. پلتفرم آن‌ها، مانند ReactiveAI، بر حوزه‌هایی مانند مواد کاتالیستی، بهینه‌سازی واکنش‌ها و کاربردهایی در جذب کربن و پتروشیمی تمرکز دارد. این شرکت سرمایه‌گذاری قابل توجهی (حدود ۱۰ تا ۲۰ میلیون دلار در دورهای اولیه از سرمایه‌گذارانی مانند GL Ventures، Linear Capital و دیگران) جذب کرده، یارانه‌های دولتی در هانگژو دریافت کرده و در سال ۲۰۲۵ به عنوان پیشگام فناوری توسط مجمع جهانی اقتصاد (World Economic Forum Technology Pioneer) شناخته شده است. وب‌سایت رسمی آن deepprinciple.com است. توجه: هانگژو همچنین میزبان شرکت‌های برجسته هوش مصنوعی دیگری مانند DeepSeek (شرکتی در زمینه مدل‌های زبانی بزرگ) است، اما Deep Principle شرکتی مجزا با تمرکز بر تحقیقات علمی هوش مصنوعی در شیمی و مواد است.

🤖 Agentic AI vs. Reactive AI: Who’s in Control? One acts, the other reacts! 🚀 Dive into the battle of self-starters vs. rule-followers. Read more: shorturl.at/uNOcE #AI #TechTalk #AgenticAI #ReactiveAI #FutureOfAI #MultiQoS

AI can be classified into three main types based on functionality: Narrow AI (Weak AI): Designed for specific tasks, such as voice assistants or recommendation systems. It excels in its defined domain but lacks generalization capabilities. General AI (Strong AI): Hypothetical and aims to perform any intellectual task a human can. It would possess general cognitive abilities and adaptability across various domains, similar to human intelligence. Superintelligent AI: A theoretical form of AI that surpasses human intelligence in all aspects, including problem-solving, creativity, and emotional understanding. It remains speculative and poses both potential benefits and risks. Explore More: alliedmarketresearch.com/gen… #AI #ArtificialIntelligence #Innovation #MachineLearning #GenerativeAI #ReactiveAI #SelfAwareAI #TechAdvancements #Tech4All Chat With US : bit.ly/4a8LXA3

💥🤖What are the Types of #AI Based on Functionality❓ 💥🤖ما هي أنواع #الذكاء_الاصطناعي بناءً على الوظائف؟ ✅Theory of Mind➡️Theoretical AI that could understand human emotions and intentions 🔸نظرية العقل: ذكاء اصطناعي نظري يمكنه فهم مشاعر ونوايا البشر. ✅Self-Aware AI ➡️ Hypothetical AI with consciousness and self-awareness, still a distant goal 🔸الذكاء الواعي ذاتياً: ذكاء اصطناعي افتراضي لديه وعي وإدراك ذاتي، لا يزال هدفًا بعيدًا. ✅Limited Memory ➡️ AI learns from past data to make decisions, such as self-driving cars 🔸الذاكرة المحدودة: ذكاء اصطناعي يتعلم من البيانات السابقة لاتخاذ قرارات، مثل السيارات ذاتية القيادة. ✅Reactive Machines ➡️Task-specific AI without learning or adapting capabilities. 🔸الآلات التفاعلية: ذكاء اصطناعي مخصص لمهام محددة بدون قدرة على التعلم أو التكيف ✅Generative AI ➡️ AI that creates new content, like images or text, but requires human validation to avoid errors 🔸الذكاء التوليدي: ذكاء اصطناعي ينتج محتوى جديد مثل الصور أو النصوص، لكنه يحتاج إلى التحقق البشري لتجنب الأخطاء #AI #ArtificialIntelligence #Innovation #MachineLearning #GenerativeAI #ReactiveAI #SelfAwareAI #TechAdvancements #Tech by/Arul Kc 📌 @enilev @Jagersbergknut @TysonLester @GlenGilmore @chidambara09 @labordeolivier @BetaMoroney @mvollmer1 @Nicochan33 @jeancayeux @RLDI_Lamy @pierrepinna @pierrecappelli @pchamard @Analytics_699 @JeromeMONANGE @vanivina9 @amalmerzouk @KanezaDiane @PawlowskiMario @theomitsa @drsharwood @kalydeoo @AnthonyRochand @AndrewinContact @Sharleneisenia @1OFFGINGER @smaksked @CurieuxExplorer @Eli_Krumova @LavaletteAstrid @andresvilarino @FrRonconi @fernandolofrano @gvalan @HeinzVHoenen @EstelaMandela @bimedotcom @dinisguarda @fogle_shane @FmFrancoise @nafisalam @Mhcommunicate @AlAmadi1 @jblefevre60 @bamitav @EduardoValenteI @joemckendrick @PVynckier @XavierAncelin

🌌 𝐀𝐈-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 🗣️ Intelligent Voice Assistant 🚧 ReactiveAI 2.0 Obstacle Recognition and Avoidance 📱 Convenient App Features Check👇 S8 MaxV Ultra bit.ly/3RRhMoZ S8 Max Ultra bit.ly/3Hc4xus

🤖🧠 Let's explore the fascinating topic of Artificial Intelligence (AI) and its 4 different types! 🌐✨ Can you name all 4 types? If not, 📔read on to #learn more. 🤖🤖🤖🤖🤖🤖🤖🤖 1️⃣ Reactive Machines: These #AI systems are task-specific and don't have memory. They provide the same output for a given input. Think of recommendation engines that suggest movies or products based on your history. They excel in performing specific tasks but can't predict future outcomes. 💻🌐IBM's Deep Blue, which defeated chess champion Garry Kasparov. #ReactiveAI 📩✉️ Spam filters: Identify and block unwanted email messages. #SpamFilters 🗣️💬 Voice assistants: Respond to specific commands. #VoiceAssistants 🎬🍿 Online recommendation systems: Suggest similar products or movies based on user history. #RecommendationSystems 2️⃣ Limited Memory AI: This type can learn from past experiences and make decisions based on both present and historical data. It improves over time as it receives more training data. Self-driving cars are a prime example, observing other vehicles and road conditions to navigate safely. Limited memory AI mimics the way our brains work, without the ability to derive meaning from experiences. #LimitedMemoryAI 🌐🔍 Language translation tools: Improve accuracy and fluency over time by learning from previous translations. #TranslationTools 💳💰 Fraud detection systems: Analyze patterns and behavior to identify suspicious transactions. #FraudDetection 📺📡 Personalized content recommendations: Provide tailored suggestions based on user preferences and viewing history. #PersonalizedContent 3️⃣ Theory of Mind AI: While not yet realized, this type of AI aims to understand the thoughts and emotions of others, simulating human relationships. It would have the potential to comprehend intentions and predict behavior. No real-world examples exist, but it holds immense promise for future AI development. #TheoryOfMindAI 🤖❤️ Social robots: Understand and respond to human emotions, providing companionship and support. #SocialRobots 🗣️🤔 Virtual assistants: Anticipate user needs and adapt responses accordingly. #VirtualAssistants 📚🎓 AI-powered tutoring systems: Personalize learning based on individual strengths and weaknesses. #AIEducation 4️⃣ Self-Aware AI: The ultimate goal of AI evolution is to create systems that possess self-awareness and consciousness. These AI entities would have a sense of self, understand their existence, and empathize with others' emotions. However, we are still far from achieving this level of AI, as it requires a deep understanding of human intelligence and consciousness. #SelfAwareAI 🤖🚗 Autonomous robots: Assess their own performance to improve efficiency. #AutonomousRobots 🤔📝 Reflective decision-making AI: Evaluate consequences and learn from past actions. #ReflectiveAI 🎮👾 Virtual characters in games: Adapt behavior to achieve specific goals. #VirtualCharacters Let's discuss these types of AI and their potential impact! Share your thoughts, and let's envision the future of AI together! 🌟💭 #AI #ArtificialIntelligence #FutureTech

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What are reactive machines? An example of reactive AI is when Deep Blue, IBM’s chess-playing AI system, beat Garry Kasparov in the 90’s at a game of chess. Deep Blue could identify their own and their opponents’ pieces on the chessboard to make predictions, but it does not have the memory capacity to use past mistakes to inform future decisions. So in this case It only makes predictions based on what moves could be next for both players and then selects the best move. Have you considered reactive AI? #ai #reactiveai #samglover_data

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So did you notice how many items the Roborock S7 MaxV avoided? #obstacle #avoidance #Roborock #S7MaxV #ReactiveAI

Who else dreads the morning after? At least cleaning up will be easier, with the Roborock S7 MaxV’s ReactiveAI 2.0 obstacle avoidance. #Roborock #S7MaxV #ReactiveAI

Living room a dangerous place? No problem for the #Roborock #S7MaxV. With ReactiveAI 2.0 Obstacle Avoidance, it doesn't get caught.

The age old question: can the robot vac avoid the poo? 💩 With ReactiveAI 2.0 obstacle avoidance, the Roborock S7 MaxV not only avoids everyday household objects, it definitely avoids poos 💩 #ReactiveAI2 #Roborock #S7MaxV #RoborockS7MaxV

No more worrying about leaving your shoes out (or a random shirt), the Roborock S7 MaxV's ReactiveAI 2.0 obstacle avoidance tech helps avoid all sorts of random objects on your floors. #Roborock #RoboborockS7MaxV #ReactiveAI20 #smarthome

Miłość nie zna podziałów, jest ponad nimi ❤️ Dlatego z nową aktualizacją wprowadziliśmy #CupidMode 🔄 Od dzisiaj Wasz #Roborock S7 MaxV może użyć kamery ReactiveAI 2.0 do odnalezienia innego robota i dania mu... całusa 😘🤖 Niezależnie od jego marki, kształtu czy koloru 🤍🖤

We've snuck a cheeky new feature into our Roborock S7 MaxV & its available now. We think love is love, so what better way than letting your Roborock S7 MaxV use its ReactiveAI camera to look for love in the form of another robot vac, regardless of brand, shape or color #cupidmode

The @roborockglobal S7 MaxV #robot #vacuum series thegadgetflow.com/portfolio/… This collection includes 3 robot vacuums—S7 MaxV, S7 MaxV Plus, and S7 MaxV Ultra—that are all equipped with ReactiveAI 2.0 obstacle avoidance.

Enveloping darkness is like a comforting blanket for the S7 MaxV, claustrophobic paths merely the embrace of a friend. For with reactiveAI 2.0 Obstacle Avoidance, the S7 MaxV can see the path to Clean as clear as day. #EveryRoomAnAdventure #S7MaxV #Roborock"