#ChatGPT is now 2 years old. When comparing with Manufacturing. It's AI 1.0 to AI 4.0. I see so many things changed in the past 2 years and more will come in next 2. What happened in last 2 years - ChatGPT launch: The meaning of AI is different. It’s how a product in this area changed how people see this area.How people process language are totally different. - More multi-modal models: AI is able to process video, audio, paint, generate images and video, #suno is able to create songs. - GPT-4 release: AI was improved so much in a short time. Everybody talks about scaling law all the time. The developer tools like #Cursor #Windsurf became something we use everyday. What happened in last 100 years in manufacturing - 1920s: Handcraft Era. - 1960s: Mass Production - Assembly lines and standardization - 1990s: Lean Manufacturing - Just-in-time and quality focus - 2020s: Smart Manufacturing - AI-driven optimization and predictive capabilities One of the biggest reason for not able to applying AI into manufacturing is the diversity of industry use cases and knowledge. But with model GenAI tech, it will be different. No technology is able to learn at that large scale and speed. So what will happen in next 2 years? I see huge opportunities for every part of a manufacturing company from #design #supplychain #factory #sales #service Design: Generative AI revolutionizing product development Supply Chain: Intelligent forecasting and risk mitigation Factory Operations: Autonomous decision-making systems Customer Experience: Personalized service at scale Will it change manufacturing like #ExpertSystem wanted to?
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Generative AI isn't a magic fix 🪄for marketing efforts; it uncovers process gaps and training needs in data and technology. AI tools ⚒️ like ChatGPT provide the best results when you have a solid foundation of marketing processes and practices around pursuits and data. —————————————— 👀 Looking for ways to make marketing materials more accessible? Wanting to figure out how to get the most out of the tech and intel you already have? Curious to see how you can leverage generative AI for your team to lessen overhead costs? Not sure where to start? Let's chat! #generativeai #chatgpt #aecmarketing #aecindustry #proposalmanagement #marketingaudits #customgpts
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Prompt Engineering: The Key to Unlocking the Power of Generative AI 🧠✨ Generative AI is revolutionizing the world, but it needs the right guidance to unleash its full potential. This is where prompt engineering comes into play! 🪄 What is Prompt Engineering? 🤔 Prompt engineering is like giving clear instructions to a powerful machine. It's the art of crafting effective prompts to guide AI models like ChatGPT toward desired outputs. Why is it Important? 💡 A well-crafted prompt can make a huge difference! It helps you: Get better results: Achieve higher accuracy and relevance in generated content. Boost creativity: Spark new ideas and explore unconventional solutions. Save time: Reduce the need for extensive editing and rework. Key Elements of a Good Prompt: 📝 Clarity: Be specific about what you want the AI to do. Context: Provide relevant background information. Examples: Illustrate your desired output with examples. Constraints: Specify any limitations or restrictions. Output format: Indicate your preferred format (e.g., paragraph, list, code). Let's Master Prompt Engineering Together! 🤝 Share your favorite prompt engineering tips and tricks in the comments below! 👇 #GenerativeAI #PromptEngineering #AI #ChatGPT #Innovation 🤖🚀💡
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Whenever I run ChatGPT class, students will ask, can AI will really replace workforce? 1) AI helps people to focus on things that really matter. Eg, automation of routine tasks and fulfil individual needs 2) AI helps people to simplify complicated and tedious task. Eg, ability to gather big pool of data and effectively analyse the data 3) AI helps people to discover or unleash their potential. Eg, merchant can do live selling for few hours without a break when they use AI avatar. I acknowledge the anxiety feeling caused by all this innovation but if today we master the prompt, we will go to another milestone too. #digitalmarketing #chatgpt #ai #aitools #digitalmarketingtraining
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Reading and reflecting on Melissa Heikkilä's "What are AI agents?" The excitement in #AI has shifted from assistants like ChatGPT to AI agents, with companies like Google and OpenAI leading the charge by developing sophisticated models such as Astra and GPT-4o. AI agents are envisioned to autonomously execute tasks, from booking vacations to handling customer service. They are categorized into two main types: software agents, which operate on computers and mobile devices, and embodied agents, which function in 3D environments like video games or robots. These agents are multimodal and capable of processing language, audio, and video. Although the field is still in its early stages, early prototypes of AI agents, such as coding assistants and customer service bots, are already available, hinting at the transformative impact these technologies will have. AI agents currently face limitations in reasoning and long-term task management. As research continues, the integration of more data and improved models promises significant advancements in their capabilities, but fully autonomous agents are still years away. Despite these challenges, the development of AI agents is expected to revolutionize the way we interact with technology. https://lnkd.in/e9SEpM_6 Photo by Solen Feyissa on Unsplash
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🤖 From Robots to GPT: The Shift in How We See AI Remember when AI used to bring robots to mind? That era is behind us. Now, type AI and what's the first thing you think of? ChatGPT. And there's a reason for that. AI isn't just about futuristic machines anymore—it's about everyday tools shaping our world, and GPT has taken the lead. Here's why GPT is changing the game: 1. Accessibility ↳ GPT isn't stuck in labs—it's in our hands, on our screens, and in our workflows. 2. Personalization ↳ From generating content to answering questions, GPT learns your preferences. 3. Ubiquity ↳ GPT is everywhere: customer service, creative writing, business strategy. The shift is clear: AI isn't some distant future—it's the present with ChatGPT leading the way. Ready to see how GPT can transform your business? Let's connect! At TAIPPA, we're revolutionizing digital marketing with AI. Join our community of digital transformation pioneers! 🔔 Follow TAIPPA for cutting-edge insights 🔄 Share to empower your network with AI-driven strategies #AI #ChatGPT #AIPower #Taippa
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In this video, let us 𝗲𝘅𝗽𝗹𝗼𝗿𝗲 𝘁𝗵𝗲 𝗹𝗮𝘁𝗲𝘀𝘁 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝗼𝗳 𝗢𝗽𝗲𝗻𝗔𝗜'𝘀 𝗖𝗵𝗮𝘁𝗚𝗣𝗧 𝟰𝗼. We'll cover its enhanced capabilities, including 𝑖𝑚𝑎𝑔𝑒 𝑔𝑒𝑛𝑒𝑟𝑎𝑡𝑖𝑜𝑛, 𝑣𝑜𝑖𝑐𝑒 𝑡𝑟𝑎𝑛𝑠𝑙𝑎𝑡𝑖𝑜𝑛, 𝑙𝑖𝑣𝑒 𝑑𝑎𝑡𝑎 𝑟𝑒𝑡𝑟𝑖𝑒𝑣𝑎𝑙, 𝑠𝑜𝑛𝑔 𝑐𝑟𝑒𝑎𝑡𝑖𝑜𝑛, 𝑎𝑛𝑑 𝑐𝑜𝑛𝑠𝑢𝑙𝑡𝑖𝑛𝑔. Whether you're an AI enthusiast or a professional, this video will help you master one of the most advanced AI tools available today. Whether you're an AI enthusiast, a professional, a student, or a tech enthusiast, ChatGPT 4.0 can assist you in various tasks. 𝗖𝗹𝗶𝗰𝗸 𝘁𝗵𝗲 𝗹𝗶𝗻𝗸 𝗶𝗻 𝘁𝗵𝗲 𝗽𝗶𝗻𝗻𝗲𝗱 𝗰𝗼𝗺𝗺𝗲𝗻𝘁 𝘁𝗼 𝘄𝗮𝘁𝗰𝗵 𝘁𝗵𝗲 𝗱𝗲𝘁𝗮𝗶𝗹𝗲𝗱 𝘃𝗶𝗱𝗲𝗼. #chatgpt #artificialintelligence #automation
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Well, it's amazing what AI can do. Fresh from teaching a short course in AI for Thrivve Partners, I decided to see how far I could push our robot companions - and decided to make this quick teaser video on one of Paul Brown's medium articles (you should have a read, they are really good!). Just so you can see where AI assisted here: - The script was automatically generated from the blog contents. - The voices are AI generated - The video avatars are AI generated (uncanny valley or what?!) - The captions are AI generated All hail the robots! Anyway, me and Paul Brown are available to train your team in how to maximise your use of AI tools that go way beyond ChatGPT, and you'll uncover your own ways of playing with them to do things like: - improve your internal training, - add to your marketing voice - Analyse large amounts of data faster and with less bias - Or solve any number of pains or inefficiencies in your business Anyway - let me know what you think? Clever? Funny? Terrifying??!
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OpenAI 's 5 Levels of AI Evolution – Charting the Future of Artificial Intelligence: 1️⃣ Chatbots: AI systems with conversational abilities, like ChatGPT. These are widely used for productivity and customer service tasks today. 2️⃣ Reasoners: AI capable of human-level problem-solving, handling complex tasks as effectively as a person with a doctorate but without access to external tools. OpenAI is currently developing a model called "Strawberry" to reach this stage. 3️⃣ Agents: Autonomous AI systems that can take actions on behalf of a user. These could potentially fill in for human roles temporarily, like when employees are on vacation. 4️⃣ Innovators: AI that aids in invention and prototyping, generating ideas, writing code, and assisting in creating physical products. 5️⃣ Organizations: AI sophisticated enough to perform the work of an entire organization, with the potential to replace not just individual employees but entire managerial and executive teams. As we move through these stages, it’s fascinating & a bit daunting to think about how AI could reshape our work and industries. #ai #artificialintelligence #techtrends #openai #futureofwork #innovation #chatgpt #technews #technology #futuretech
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🚀 Ever wonder what your business could achieve with AI working 24/7 for you? Just helped a retail client transform their customer service game with our custom AI chatbot. The results? Mind-blowing! ✨ 45% more qualified leads 💪 30% reduction in support costs 🌟 Round-the-clock personalized customer care But here's the real kicker - their team is now free to focus on what humans do best: building relationships and driving innovation. Want to see how AI can create this kind of abundance in YOUR business? Let's chat. Book your free AI Strategy Session (link in comments) and let's map out your AI-powered future. Trust me, your competition isn't waiting. Are you ready to lead the AI revolution? 🤔 #ArtificialIntelligence #BusinessAutomation #AIStrategy #DigitalTransformation #CustomerService #BusinessGrowth #SmarterRevolution #AITechnology #FutureOfBusiness #SmallBusiness #BusinessInnovation #CustomerExperience #AIAutomation #ChatGPT #OpenAI #BusinessSuccess
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🚀 AI + Design Thinking: Simplifying Complexity 🚀 As industrial designers, we’re always seeking ways to make complex ideas accessible. Recently, I’ve been using ChatGPT as a learning tool to break down historical events in caveman terminology. For example, the Renaissance period: “Long time ago, people tired of old ways. They look at nature, make new art, think new smart things. Old rules go away, big change, world different after.” What caused this big change? “Smart people like Leonardo, Michelangelo, think new ideas. They study nature, science, art. Rich people give money, make learning grow. More people read books, get new ideas. Big time for change.” This exercise isn’t just about history—it’s about clarity. By stripping away unnecessary detail and getting to the core, we can better understand what really matters, whether in design or learning. AI isn’t just a tool for automation; it’s a partner in simplifying complexity and improving how we communicate ideas. It’s time to embrace it in our design thinking. Oh, and speaking of transformation, don't forget to check out Fat Bear Week! It's a reminder that sometimes, big changes can be pretty adorable too. 🐻 #AI #DesignThinking #IndustrialDesign #SimplifyingComplexity #LearningWithAI #ChatGPT #Innovation #UserCenteredDesign #FatBearWeek
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Co founder, COO IndustryApps, Ex Global Head Digital Operations Henkel, Industrial DataSpace expert, Industry 4.0, Smart Factory Technology expert
2wAI is already transforming manufacturing. As human expertise erodes and generational shifts make long-term mastery impractical, AI agents are stepping in to bridge the gap. They digitize knowledge, enabling scalability, while humans focus on decision-making and execution. It’s not about losing control—it’s the only way to keep manufacturing moving forward.