Ren

We're hiring! 👨💻 Software Engineer – Systems Engineering 📍 Port City Colombo, Sri Lanka | 💻 Rust, Systems, ML At Ren, we’re building a new kind of AI — not with deep learning, but with the Universal State Machine (USM), a whole new computing framework for intelligence. We are an Intelligent Computing company operating at the forefront of Artificial General Intelligence R&D, and our mission is to build the perfect tools for the Human Mind. You’ll work in person with the founders working on core research and development to help scale the USM Kernel. 👉 Apply here: https://lnkd.in/gxebVij9

Join Rukmal Weerawarana our Co-Founder and CEO, as he unpacks the foundations of the revolutionary Universal State Machine (USM). Dive into Infinite Time Turing Machines, Deep Learning, a computational framework for Deep Learning and more. Want to learn more? - Visit our website: https://getren.xyz - Read the Whitepaper: https://lnkd.in/gFXc6vkQ - Watch it on YouTube: https://lnkd.in/gKxCYy3C #AI #LLMs #MachineLearning #DeepLearning #UniversalStateMachine #USM #Ren

Watch the first-ever public demonstration of the Universal State Machine (USM) — a revolutionary approach to Artificial Intelligence that redefines how machines learn from experience. 🚀 What is the USM? The Universal State Machine is a groundbreaking new AI architecture, designed from the ground up for intelligence. Unlike traditional deep learning, USM dynamically adapts to new information, growing as it learns — just like the human brain. This approach offers efficiency, scalability, and interpretability far beyond conventional AI models. 🔬 Inside the Demo: In this video, Rukmal Weerawarana, Co-Founder and CEO of Ren, walks through the core principles behind USM and showcases a live prototype in action. You'll see how the USM: ✅ Learns dynamically from new experiences ✅ Adapts its structure in real time ✅ Operates efficiently on standard CPU hardware—without the need for expensive GPUs ✅ Outperforms deep learning models in key aspects of scalability and efficiency 💡 Why This Matters: Deep learning has revolutionized AI, but it comes at immense computational cost. The Universal State Machine presents an entirely new paradigm — one that could redefine AI development in the years to come. 🔗 Want to Learn More? 📄 Read the USM Whitepaper: https://lnkd.in/gFXc6vkQ 🌐 Visit our website: https://getren.xyz/ ▶️ Watch it on YouTube: https://lnkd.in/g2ANvh3D #AI #MachineLearning #USM #ArtificialIntelligence #DeepLearning #FutureOfAI #TechInnovation

In AI Business's latest article on the launch of DeepSeek, our CEO, Rukmal Weerawarana, joins industry leaders to comment on its potential to revolutionize the field of Artificial Intelligence. As Rukmal noted, "…we see this as a vindication of the market demand for an alternative solution to large-scale, expensive LLMs." This marks a pivotal moment for the industry, and we’re excited to see developments that have the potential to lead to transformative innovation. At Ren, we are dedicated to pushing the boundaries of AI by exploring solutions that are both scalable and impactful. The groundbreaking DeepSeek-R1 model aligns perfectly with our vision for efficient, next-generation technologies that make AI more accessible to all. 👉 Read the full article here: https://lnkd.in/g6K5d-QK #AI #NLP #Innovation #Leadership #DeepSeek #FutureOfAI #OurCEO #TechThoughtLeadership

For the first time in many years, I’ve encountered something fundamental that makes me proud of computer science. At Wallarm, we’ve been using FSM for a while, but this is something even better.

🚀 Introducing the Universal State Machine (USM): A New Era of AI Begins 🚀 Today, Ren is emerging from stealth to introduce the Universal State Machine (USM) — a fundamentally new approach to building artificial intelligence systems. Unlike traditional deep learning, which relies on massive datasets, GPU-intensive computation, and centralized infrastructure, the USM is fast, efficient, and entirely modular. 🔹 No massive compute requirements 🔹 Real-time learning without retraining 🔹 Decentralized, private, and explainable AI Our whitepaper details how the USM leverages the theory of Infinite Time Turing Machines (ITTMs) to overcome the inefficiencies of today’s AI models. Instead of brute-force scaling, USM optimizes intelligence at the core. This is the next step beyond deep learning—and we’re just getting started. 📖 Read the whitepaper here: https://lnkd.in/gQpStqx9 📝 Read the announcement blog here: https://lnkd.in/grEywdFb 💻 Visit our website: https://getren.xyz/ #AI #ArtificialIntelligence #AGI #MachineLearning #DeepLearning #UniversalStateMachine #USM #AIRevolution #ScalableAI #FutureOfAI #DecentralizedAI #AIResearch #ComputationalTheory #ScalableAI #DecentralizedAI #AITheory