Today the most important article in chatgpt and "The new paradigm in machine learning - foundation models, large language models and beyond: a primer for physicians" - Foundation machine learning models are deep learning models capable of performing various tasks using different data modalities like text, audio, images, and video. - They signify a significant departure from traditional task-specific machine learning prediction models. - Large language models (LLM), exemplified by ChatGPT, are text-based foundational models with the potential to revolutionize medicine by automating tasks such as writing discharge summaries, responding to patient queries, and aiding in clinical decision-making. - Despite their benefits, these models come with risks and could potentially cause harm if not rigorously developed, evaluated, and utilized. - The review outlines the different types of LLM, their emerging applications, potential limitations, biases, and the probable future integration into clinical practice. #machinelearning #foundationmodels #largelanguagemodels #ChatGPT #medicine
Nick Tarazona, MD’s Post
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ML | DL | NLP | CV | Generative AI | LLM Reasoning | Multi AI Agents | Astrophysics Enthusiast
DAY 1 of 12 Days of OpenAI 🚀 Exciting News from OpenAI! Introducing ChatGPT Pro and the Multimodal o1 Series 🎉 OpenAI has launched *ChatGPT Pro* alongside the *o1 reasoning model series*, marking a new era of advanced AI capabilities. Here's what you need to know: 🌟 What’s new with OpenAI o1? - Enhanced Reasoning: o1 is trained using chain-of-thought reinforcement learning, enabling unparalleled performance in coding, math, and writing. - Image Uploads: Now multimodal, it analyzes visuals for deeper insights. - Safety First: With robust alignment techniques, o1 excels at following safety policies and resisting jailbreak attempts. 💡 Who is it for? From researchers and engineers to developers, o1 is perfect for tackling complex problems, whether it’s annotating medical data, solving quantum equations, or optimizing workflows. 💎 ChatGPT Pro At $200/month, Pro offers: - Unlimited access to o1 and other models like GPT-4o and Advanced Voice. - o1 Pro Mode for even deeper, compute-intensive reasoning. This plan is designed for individuals needing top-tier, research-grade AI tools. 🔮 The Future: OpenAI is paving the way for even more powerful, compute-intensive features, redefining productivity and problem-solving with AI. Are you ready to explore the possibilities? Let’s discuss how this can transform your work! 🚀 Muhammad Rizwan Munawar have you tried o1 pro code? #AI #ChatGPTPro #OpenAIo1 #Innovation #AIResearch
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Senior Global Consumer Marketer | MBA in Brand Management | Brand Analytics | Global Business Transformation | CPG | Leadership | Consulting | Myers-Briggs: ENTJ | DiSC Style: Steady
OpenAI has just released an evolution of incredibly advanced versions of ChatGPT 👏 But what’s the difference between o1 versus o1-mini versus GPT-4o?🤔 Simply put the differences are: a) o1-mini: Fast and cost-efficient for focused tasks like coding and math. Ideal for problem-solving without external tools. b) o1-preview: Advanced reasoning model perfect for tackling complex challenges (e.g., detailed scientific or mathematical problems including steps taken to reach the solution). c) GPT-4o: Versatile, handling text, images, and audio with access to tools like browsing and memory. Choosing the right tool for the job at hand can then be summarised as: - o1-mini for quick reasoning - o1-preview for deeper problem-solving - GPT-4o for broader tasks requiring external resources Although these latest versions of artificial intelligence are not #AGI, it’s all a step in the right direction. 💡 #AI #ChatGPT #OpenAI #Tech #Innovation #MachineLearning
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Hi all! 🌟 Reflecting on the valuable insights gained from my recent certification in Prompt Engineering For ChatGPT, I learned about Generative AI, which refers to artificial intelligence that can generate content ,texts, images, code—based on user input. 🌐 Specifically, I delved into the intricacies of prompt engineering for ChatGPT. Prompt engineering involves crafting effective prompts to guide the AI in generating the desired output, ensuring responses are accurate and relevant. 🧠 LLMs (Language Models) are trained by self-supervised learning on vast amounts of unlabeled text, enabling them to understand and generate human-like content. This skill is crucial for optimizing the interaction between users and AI, enhancing productivity and creativity. 💡✨ #GreatLearningAcademy #GreatLearning #GLACertificate #SkillUp #CareerGrowth
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Former academic, former founding head of sales & sales ops for EdTech startup. Now: Loves talking to people and understanding their objections—driving efficiency, maximizing revenue, ensuring quality delivery in sales.
How can Chat GPT be useful to you in the college admissions process? If you’ve written your personal statement (and not used Chat GPT) and you then run it through an AI content detector — and it’s coming back with a likelihood of some kind that it’s been written by Chat GPT… Don’t worry about an admissions officer doing the same and rejecting you. But do worry about the quality of your writing. The AI content detector is telling you that your personal statement is full of generalizable statements — sentences that could apply to anyone. And that’s the last thing you want in your personal statement. This is your moment to get your voice across, your unique viewpoint, experience(s), and quirks. #thoughtoftheday #chatgpt #collegeadmissions
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Chat GPT is laughing at your prompts. Okay, I’m Only joking! I wanted to share my top 4 prompt engineering hacks that I use to get better responses from Chat GPT and other AI assistants. Check them out below 👇 Drop your own hacks in the comments and let’s learn from each other. How do they help you get better responses from Chat GPT? If you found this helpful, please repost ♻️—someone in your network might benefit too. #ChatGPT #AIhacks #Artificialintelligence #Promptengineering #TechTips
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AI Made Research Writing Easy🔥 Follow Me For Fast Results Assignment & Thesis Editor
Many researchers waste time using the wrong AI model for their tasks, leading to inefficiencies and subpar results. Knowing which ChatGPT model fits your specific needs can transform your workflow. ☑️GPT-4o: Perfect for high-quality writing, deep analysis, and detailed responses. ☑️o1: Best for complex reasoning and tackling intricate research problems. ☑️o1-mini & GPT-4o Mini: Speed-focused models for quick, repetitive tasks like summaries or formatting. ☑️GPT-4: A reliable option for general tasks like brainstorming and foundational research. Optimize your workflow by selecting the right model for the job! Visit www.smartystems.com for more tips. #aiforresearch #chatgpt #manuscript
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Ultra rapid learning method with AI: 1. Upload a scientific paper / documentation / other material on both NotebookLM and ChatGPT. 2. Ask NotebookLM to generate a 15-20 question quiz with answers based on the material. 3. In ChatGPT start normal voice mode (not advanced) and ask it to answer the questions one by one. You verify ChatGPT's answers with the answer key from NotebookLM which is quite grounded in truth and referenced on the material. 4. Additionally, feel free to follow up ChatGPT's answers with clarifications as well as tell it to also explain in layman terms alongside the normal answer. This strategy works well for me for scientific papers. I have my tablet with NotebookLM and I read questions to ChatGPT normal voice mode on my phone. I'll likely further refine this strategy in the future. Why not advanced voice mode? It may not be supported when PDF has been uploaded to the conversation (for now). And I also found it to respond better in terms of quality (empirically). OpenAI #notebooklm #chatgpt
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Multimodal is so 2023. Omnimodal is the next open-source revolution. OpenAI's latest rollout empowers ChatGPT Free users with powerful GPT-4o capabilities. Here’s how you can leverage these advanced features to transform your daily tasks: 𝐁𝐮𝐢𝐥𝐝 𝐚 𝐌𝐨𝐫𝐞 𝐇𝐞𝐥𝐩𝐟𝐮𝐥 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐰𝐢𝐭𝐡 𝐌𝐞𝐦𝐨𝐫𝐲 Personalize your interactions with the Memory feature. If you're managing multiple projects, ChatGPT can remember specifics, track deadlines, and provide reminders, ensuring continuity and efficiency in your work. 𝐀𝐧𝐚𝐥𝐲𝐳𝐞 𝐃𝐚𝐭𝐚 𝐚𝐧𝐝 𝐂𝐫𝐞𝐚𝐭𝐞 𝐂𝐡𝐚𝐫𝐭𝐬 Upload your sales data and let ChatGPT generate visual charts and trend analyses. Small business owners can identify peak sales periods, customer preferences, and growth areas without advanced Excel skills. 𝐂𝐡𝐚𝐭 𝐀𝐛𝐨𝐮𝐭 𝐏𝐡𝐨𝐭𝐨𝐬 𝐘𝐨𝐮 𝐓𝐚𝐤𝐞 Planning a home renovation? Snap a photo of your room and get design ideas, color schemes, and DIY project recommendations from ChatGPT, making your project more manageable and inspiring. Plus, with GPT-4o, free users can now experience GPT-4 level intelligence, get responses from both the model and the web, upload files for summarizing and writing assistance, and explore specialized tools in the GPT Store. By integrating these advanced features, free users can significantly boost their productivity, creativity, and learning experiences. Dive in and explore the new potentials GPT-4o brings to your everyday life! #AI #Innovation #ChatGPT #OpenAI #Productivity #Learning #BusinessGrowth #TechTools
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College Students Embrace AI Tools Like ChatGPT for Learning Success https://lnkd.in/dVMPkHW9 #AIineducation #ChatGPT #collegestudents #educationaltechnology #personalizedlearning #studentengagement #studytools #teachingmethodologies
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Upcoming Livestream: How to Study Effectively With ChatGPT 📚 AI assistants have begun to revolutionize our day-to-day lives. Join us on May 22 at 4:00 pm UTC for our live session, How to Study Effectively With ChatGPT, where we’ll discuss and explore how AI can change the learning process. Key highlights: - Explore advanced AI technologies: Get insights into the latest developments in AI, including GPT-4, Google Gemini, and Anthropic Claude 3, and their applications in educational contexts. - Understand AI’s role in education: Examine AI’s transformative effects, from enhancing complex problem-solving to supporting robust exam preparation and coding. - Achieve a balanced approach: Discuss strategies to integrate AI effectively while maintaining a focus on critical thinking and independent learning. Don’t miss this opportunity to advance your educational strategies and adapt to the evolving landscape of AI-powered learning. Register to join 👉 https://lnkd.in/d5hZUEvf #AIInEducation #EducationalTechnology #ProfessionalDevelopment #LearningAndDevelopment
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