Generative AI Needs Memory Big enterprises face a challenge with AI. Generative AI needs memory and real-time data updates. Enter ‘Live AI.’ Startups like Pathway are leading this charge, just snagging $10M in Seed funding. Pathway’s tech makes AI smarter, tapping into live data. This means their systems can adapt quickly, unlike traditional, static models. Clients include NATO and La Poste. Zuzanna Stamirowska and her co-founders bring deep expertise to the table. The implications? Pathway’s unique approach positions them well against competitors like Cohere and Writer. They’re also entering the arena dominated by Palantir for enterprise deals, but with a more product-focused strategy. Investors see the potential. TQ Ventures believes Pathway’s insights are cutting-edge. The developer community is responding strongly, indicating a shift in how AI solutions will be developed and utilized. The industry is pivoting towards real-time intelligence. Keep an eye on this space. #liveai #generativeai #startup #technology #innovation https://lnkd.in/dZ44rZmx
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Innovations like Low Rank Adaptation (LoRA) and quantization are leading the charge in creating smaller, more efficient AI models. By significantly reducing the computational resources required for fine-tuning and deploying these models, LoRA and quantization are opening doors for smaller companies and startups to leverage cutting-edge AI. These techniques not only speed up AI training but also lower the memory requirements, making it possible to achieve high performance without the need for extensive infrastructure. The future of AI is not just about building bigger models but optimizing them for real-world efficiency and accessibility. 💡 #AI #MachineLearning #Innovation #TechTrends #LoRA #Quantization #Startups #TechInnovation
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The Real Drivers Behind Generative AI's Rise 👇 Two main reasons explain why Generative AI has reached its current heights: 𝟭. 𝗙𝗼𝘂𝗻𝗱𝗲𝗿𝘀: The relentless efforts of startups over the past few years have been pivotal. To give you an idea, VC funding in AI has multiplied by 4x in the last year. This boom wouldn't be possible without players like Perplexity, Hugging Face, Mistral AI, Anthropic or OpenAI along with many smaller innovators bringing brilliant ideas to the table. 𝟮. 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿𝘀: The groundbreaking work by researchers has led to huge innovations across various fields. Keeping up with the flood of new papers is a challenge, but looking back at advancements in fine-tuning, RAG, and prompt engineering over the past 18 months is truly amazing. It's kind of funny when I hear new appointed “AI” consultants discussing Generative AI. They've memorized a list of customer problems and the "magic formula" to solve them, often requiring a hefty investment. But when you put startups, researchers, and consultants together, it creates an interesting picture. And don’t get me wrong, but it’s kind of funny, isn’t it? 😅. But the sooner everyone focuses on their strengths and avoids making false promises about reaching the sky and the moon, the better off we'll all be. #GenerativeAI #Innovation #Startups #Research #memeai
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*TL;DR: Free Tickets for tomorrow and Friday are still available* I just returned from Day One of GPT DAO's Generative AI Summit. Unsurprisingly, given the Bay Area is the epicenter of the #AI revolution, it was packed with founders, investors, technologists, engineers, and creatives all geeking out on everything from hands-on web3 LLM workshops to learning about the future of healthcare. The standout session of the day for me was learning how to navigate the dynamic AI landscape from renowned investor Jeremiah Owyang from Blitzscaling Ventures. I have about three pages of notes from his session alone, but here are a few interesting takeaways: - There has never been a growth trajectory like AI. 1K new AI projects, companies, and ventures are being created every month - AI will change the decision funnel forever. Search volume will drop by 25% by 2026 - The startups with the best business models will win - everyone else will just get caught in feature wars (Tiffany Hicks and I can help you with this!) AND- we still have tickets available for tomorrow and Friday. If you're interested, shoot me a DM and tell me why you want to come! #generativeAI #genaisummit #ai #startups
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🌟 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐭𝐡𝐞 𝐈𝐦𝐩𝐚𝐜𝐭 𝐨𝐟 𝐭𝐡𝐞 𝐓𝐨𝐩 𝟏𝟎𝟎 𝐀𝐈 𝐒𝐭𝐚𝐫𝐭𝐮𝐩𝐬 𝐢𝐧 𝐭𝐡𝐞 𝐔𝐒𝐀 🚀 🔍 𝐀 𝐃𝐞𝐞𝐩 𝐃𝐢𝐯𝐞 𝐢𝐧𝐭𝐨 𝐭𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐀𝐈 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 In the ever-evolving world of technology, it's impossible to overlook the profound impact AI is making across industries. I've recently explored the Top 100 AI Startups in the USA, and the insights are truly captivating! 🤖 𝐒𝐡𝐚𝐩𝐢𝐧𝐠 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬: These AI startups are transforming healthcare, finance, marketing, and logistics with innovative solutions that tackle unforeseen challenges. 𝐃𝐢𝐯𝐞𝐫𝐬𝐞 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡𝐞𝐬: Leveraging advanced algorithms and neural networks, these companies demonstrate the limitless possibilities of AI. This research journey has been eye-opening, showing just how pivotal AI startups are in driving innovation and technological advancement. 💡 💬 What role do you think AI startups will play in your industry? #AIStartups #ArtificialIntelligence #TechInnovation #FutureOfAI #TechStartups #InnovationInTech #AIIndustry #EmergingTech #AIDrivenSolutions #USAStartups #AI
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2025: The Year of The Agent? The rapid evolution of artificial intelligence is setting the stage for transformative changes in the year ahead. From “superagency”—curated teams of AI agents enhancing our productivity and creativity—to breakthroughs in fields like education, art, and science, AI’s potential feels boundless. But with progress comes challenges—questions of access, equity, and skills in an AI-powered world. How we navigate these will shape the role of AI in our lives. Learn more about the coming Agentic world over on my blog → https://lnkd.in/d56hmhw5 #RichardCawood #ArtificialIntelligence #AI2025 #FutureOfWork #AIInnovation #EmergingTechnologies #DigitalTransformation #AIandCreativity #EducationInnovation #BigTech #Startups #AIFuture #TechnologyTrends #AIInTheArts #SuperAgency #HumanCenteredAI #AIImpact #TechEcosystem
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Data-labeling startup Scale AI has raised $1 billion, doubling its valuation to $13.8 billion. This significant funding round underscores the growing demand for high-quality data labeling in the AI industry. Scale AI plans to use the investment to enhance its services and expand its capabilities, reinforcing its position as a leader in the data-labeling market and driving innovation in AI development. #ScaleAI #DataLabeling #AI #ArtificialIntelligence #TechNews #StartupFunding #Innovation #AIDevelopment #DataScience #MachineLearning #TechInvestment #Valuation #HighQualityData #AIIndustry #TechGrowth #AIInnovation #ML #Data #StartupSuccess #TechStartup
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AI is booming, with a market set to hit $190B+ and demand for smarter, faster solutions across industries. Here’s why 2025 is the perfect time for new AI ventures: 1️⃣ Growing Market Demand: AI solutions are expected in healthcare, education, retail, and sustainability. 2️⃣ Accessible Talent & Tools: More skilled developers, plus tools like TensorFlow & PyTorch, make AI development easier. 3️⃣ Investor Backing: Strong funding interest in scalable, impactful AI products. Ready to build the next big thing in AI? Read our full article here: https://buff.ly/4hJmkdu #AI #AIDevelopment #startup #ycombinator #startup2025 #SoftwareDevelopment
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🚀 Exciting News in the AI Space! 🚀 I'm thrilled to share my latest insights about EdgeRunner AI, a cutting-edge company that has recently emerged from stealth mode with an impressive $5.5M Seed Funding round led by Four Rivers Group and Madrona Ventures. 🌟 EdgeRunner AI, based in San Francisco, California, is pioneering the development of Generative AI specifically designed for edge devices. Founded in 2024, this innovative startup is focused on creating safe, secure, and transparent AI solutions. 🔹 What Makes EdgeRunner AI Unique? Ultra Efficient Language Models (UELMs): EdgeRunner AI is developing small, task-specific models that work together to create swarm intelligence. These UELMs can run on any device or hardware, making them ideal for air-gapped environments, providing a local and hyper-personalized AI experience. AI Router/Switch: The company is also building an AI router that dynamically routes user requests to the best model for a given task. This innovation enables efficient leveraging of multiple models with minimal power and memory requirements. 🔹 Mission & Vision: EdgeRunner AI aims to build generative AI for the edge, ensuring that AI is run locally and privately. Their approach promises to deliver high-performance AI solutions that are both user-friendly and secure. 🔹 Founding Team: Tyler Xuan Saltsman (Co-Founder & CEO) Colton Malkerson (Co-Founder & COO) With the backing of leading venture capital firms and a team of talented individuals from around the world, EdgeRunner AI is set to revolutionize the AI landscape. I'm excited to see how EdgeRunner AI will shape the future of AI and contribute to the growing ecosystem of generative AI technologies. Let's connect and explore how we can innovate together! #AI #GenerativeAI #EdgeAI #MachineLearning #TechInnovation #AIStartups #DataScience #EdgeRunnerAI #FourRiversGroup #MadronaVentures #TechRevolution #AIforGood EdgeRunner AI Tyler Xuan Saltsman Colton Malkerson
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