Kemattia

#WAIThursdays: Where AI Meets the Great Outdoors 🌲 This week we're exploring how AI can enhance rather than hinder our connection with nature. From smart trail recommendations to AI-powered wildlife identification, technology can be a mindful companion in our outdoor adventures. Check out our guide for practical ways to leverage AI for deeper nature connections while maintaining the authenticity of your outdoor experiences. What's your favorite tech tool for outdoor activities? #WellnessAndAI #DigitalWellness #TechForGood #Nature

❓ Have you wondered "How can ChatGPT help me to become better?" "How do l utilize Al correctly to have better life?" 👇 In this post we got 5 Prompts that you might use in order to start using ChatGPT as your personal assistant and helper. These prompts can really bring more organization to your life ✔️Get Free Daily Updates on the Latest AI News -> https://lnkd.in/dH8ag7MA #AI #ChatGPT #Prompts #Productivity #Tips

📚 10 Must-Learn Skills to Stay Ahead in AI and Tech 🚀 Upgrade your expertise with these practical, high-value courses: Intro to Generative AI – Understand AI's transformative potential. 👉 https://lnkd.in/dqtWQjax Debugging Generative AI – Optimize AI model performance. 👉 https://lnkd.in/dv4gy9TN Top AI-Supported Products – Discover trends in AI-driven innovation. 👉 https://lnkd.in/esxVZnys AI-Powered Recommendations – Build smarter systems with vector databases. 👉 https://lnkd.in/ea8uDsn8 AI for Software Teams – Boost collaboration with AI tools. 👉 https://lnkd.in/eDeXp4_U Tech Support Fundamentals – Build essential troubleshooting skills. 👉 https://lnkd.in/eaW-6-jw Prompt Engineering for Law – Transform legal work with AI. 👉 https://lnkd.in/dJDggiG3 Data Prep with Excel – Improve data analysis workflows. 👉 https://lnkd.in/dys--4Uu IT Security Fundamentals – Safeguard your digital assets. 👉 https://lnkd.in/dTY2Vbih Data Structures in Python – Strengthen your coding skills. 👉 https://lnkd.in/dPNQBuVx ✔️Join our hashtag #BuildwithAI Hackathon 2024 -> https://lnkd.in/dsapprp4 #AI #GenerativeAI #TechSkills #Cybersecurity #Python

𝗔𝗜-𝗧𝗶𝗽 𝗧𝘂𝗲𝘀𝗱𝗮𝘆: 🚨 Why Betting Big ($100K+) on LLMs Right Now Could Be Your Biggest AI Mistake of 2024 With OpenAI, Anthropic, and Google releasing more advanced capabilities every few months, today's LLM investments might be obsolete by Q2 2025. After working with Fortune 100 companies on AI adoption, here are 5 proven AI approaches that will still deliver value no matter how the LLM wars shake out: 1️⃣ 𝗦𝘁𝗮𝗿𝘁 𝘄𝗶𝘁𝗵 𝗦𝗶𝗺𝗽𝗹𝗲 𝗣𝗮𝘁𝘁𝗲𝗿𝗻 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 📊 Start with basic statistical models to spot unusual patterns in your data. Sometimes the simplest approach delivers the biggest value. 𝗧𝗶𝗽: Try k-means clustering - I used this for my Master's thesis research, and it's still reliably detecting patterns decades later. 𝗟𝗼𝘄 𝗥𝗶𝘀𝗸 𝗪𝗶𝗻: These fundamentals haven't changed in decades. 2️⃣ 𝗘𝗺𝗯𝗿𝗮𝗰𝗲 "𝗦𝗺𝗮𝗹𝗹 𝗗𝗮𝘁𝗮" 𝗠𝗟 💡 Still waiting to collect "enough" data? STOP! Tools like scikit-learn can "work magic" with just 100 good examples. 𝗧𝗶𝗽: Random Cut Forests (RCF) work amazingly well with limited datasets. 𝗟𝗼𝘄 𝗥𝗶𝘀𝗸 𝗪𝗶𝗻: No need for massive datasets or expensive training. 3️⃣ 𝗧𝗿𝘆 𝗕𝗮𝘀𝗶𝗰 𝗜𝗺𝗮𝗴𝗲 𝗣𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 🖼️ Proven, basic computer vision could transform your operations overnight. 𝗧𝗶𝗽: OpenCV library gives you production-ready image processing out of the box for free. 𝗟𝗼𝘄 𝗥𝗶𝘀𝗸 𝗪𝗶𝗻: These tools are stable, proven, and FREE. 4️⃣ 𝗨𝘀𝗲 𝗣𝗿𝗲-𝗕𝘂𝗶𝗹𝘁 𝗠𝗼𝗱𝗲𝗹𝘀 🔧 You probably don't need to build anything from scratch. Pre-built models are your best friend for getting quick wins. 𝗧𝗶𝗽: Cloud Provider's built-in algorithms can get you started in minutes, not months. 𝗟𝗼𝘄 𝗥𝗶𝘀𝗸 𝗪𝗶𝗻: Cloud providers maintain these regardless of LLM trends. 5️⃣ 𝗧𝗲𝘀𝘁 𝘄𝗶𝘁𝗵 𝗛𝗶𝘀𝘁𝗼𝗿𝗶𝗰𝗮𝗹 𝗗𝗮𝘁𝗮 📈 Before going all-in, test against your historical data. This simple step has saved my clients countless headaches and millions in missed investments. 𝗧𝗶𝗽: Start with ARIMA for time-series forecasting and your historical data - it's tried and true. 𝗟𝗼𝘄 𝗥𝗶𝘀𝗸 𝗪𝗶𝗻: Validate value before making big bets. 🎯 𝗞𝗲𝘆 𝗧𝗮𝗸𝗲𝗮𝘄𝗮𝘆: While everyone's chasing the latest LLM breakthrough, these time-proven solutions: • Cost less to implement • Have predictable pricing • Won't be obsolete next quarter • Actually solve real business problems What's your go-to traditional AI solution that keeps delivering value? Share below! And ping me if you'd like to discuss implementing any of these solutions. #AITipTuesday #AIStrategy #RiskManagement #KemattiaAI"

#𝗪𝗔𝗜𝗧𝗵𝘂𝗿𝘀𝗱𝗮𝘆𝘀: Your AI Wellness Partner During Stressful Times 🤗 The latest American Psychiatric Association poll reveals a concerning trend: 𝟰𝟯% 𝗼𝗳 𝗨.𝗦. 𝗮𝗱𝘂𝗹𝘁𝘀 𝗳𝗲𝗲𝗹 𝗺𝗼𝗿𝗲 𝗮𝗻𝘅𝗶𝗼𝘂𝘀 𝘁𝗵𝗮𝗻 𝗹𝗮𝘀𝘁 𝘆𝗲𝗮𝗿, with 77% citing economic concerns and 73% pointing to election stress. In times like these, we're exploring how AI can serve as a supportive wellness partner: 📈 Learning your energy patterns and suggesting mindful breaks 🧘♀️ Providing a judgment-free space to process thoughts 🚧 Helping maintain healthy boundaries during high-stress periods 💭 Offering a neutral perspective when emotions are running high At Kemattia, we're developing AI assistants with a human-centric approach, designed to be supportive partners in your wellness journey. Our focus is on combining emotional intelligence with practical strategies to help you navigate challenging times. 𝗦𝗶𝗺𝗽𝗹𝗲 𝗦𝘁𝗮𝗿𝘁: Next time you're feeling overwhelmed, try using an AI assistant as a sounding board. Even a five-minute check-in can help provide clarity and a fresh perspective on challenging situations. 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝗼𝘂𝗿 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆: During stressful times, what kind of support would you most want from an AI wellness assistant? #WellnessAndAI #MentalHealth #SelfCare #StressRelief #AIForGood #WorkLifeBalance #Kemattia #Wellness&AIThursdays

🔄 𝗔𝗜-𝗧𝗶𝗽 𝗧𝘂𝗲𝘀𝗱𝗮𝘆: 5 Smart Ways to Add AI to Existing Systems Skip the rewrite or 𝘣𝘪𝘨-𝘣𝘢𝘯𝘨 release - here's how to enhance what you have: 1️⃣ 𝗧𝗵𝗲 𝗦𝗶𝗱𝗲𝗸𝗶𝗰𝗸 𝗣𝗮𝘁𝘁𝗲𝗿𝗻 → AI assists but doesn't replace → Human reviews suggestions → Perfect for content moderation/creation Example: AI drafts a communication, human edits & sends 2️⃣ 𝗧𝗵𝗲 𝗘𝗻𝗵𝗮𝗻𝗰𝗲𝗿 𝗣𝗮𝘁𝘁𝗲𝗿𝗻 → Adds AI features incrementally → Preserves existing workflows → Builds user confidence Example: Adding smart search or RAG to existing apps 3️⃣ 𝗧𝗵𝗲 𝗣𝗮𝗿𝗮𝗹𝗹𝗲𝗹 𝗣𝗮𝘁𝗵 → Run AI alongside legacy system → Compare outputs automatically → Validate AI performance in real time Example: Predictive maintenance alongside scheduled maintenance 4️⃣ 𝗧𝗵𝗲 𝗣𝗿𝗲𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗼𝗿 → AI handles data preparation → Feeds cleansed data to existing systems → Improves downstream quality Example: Invoice data extraction before processing 5️⃣ 𝗧𝗵𝗲 𝗦𝗮𝗳𝗲𝘁𝘆 𝗡𝗲𝘁 → AI validates system outputs → Catches edge cases → Adds intelligent QA layer Example: Transaction fraud detection 💡 𝗕𝗼𝗻𝘂𝘀 𝘁𝗶𝗽: Choose patterns based on your risk level - start where AI can assist rather than replace! Using other patterns with your systems? Share below! 👇 #SystemDesign #AI #Integration #Architecture

𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀: 𝗪𝗵𝗮𝘁'𝘀 𝗻𝗲𝘅𝘁? AI agents ➡️ systems that perceive, decide, and act autonomously—or with a little guidance. Here’s a quick rundown of the 4 types Matthew outlines: • 𝗜𝗻𝘁𝗲𝗿𝗳𝗮𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀: Basic Q&A helpers, streamlining info access. • 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗔𝗴𝗲𝗻𝘁𝘀: Automate repetitive, multi-step tasks. • 𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝗔𝗴𝗲𝗻𝘁𝘀: Independent actors that think, act, and learn. • 𝗦𝗲𝗹𝗳-𝗜𝗺𝗽𝗿𝗼𝘃𝗶𝗻𝗴 𝗔𝗴𝗲𝗻𝘁𝘀: Enhance themselves over time. 🥁 𝗔𝗻𝗱 𝘁𝗵𝗲 𝗻𝗲𝘅𝘁 𝗯𝗶𝗴 𝘁𝗵𝗶𝗻𝗴? Autonomous Agencies — multi-agent organizations built for scalability, pushing us closer to AGI Stage Level 5. https://lnkd.in/gg9ehA-J

Good to see incremental progress towards this aggressive goal!

It was a good run Google... https://lnkd.in/gvkRhurn