Isomorphic Labs’ Post

Exciting strides in AI innovation! 🚀 Liquid AI, a pioneering MIT spin-off, is revolutionizing the field with neural networks inspired by microscopic worms. The exciting part? They're achieving these breakthroughs with significantly less energy consumption. This advancement not only promises higher efficiency but also aligns with sustainable technology practices. Reflecting on my own experiences in technology, it's inspiring to witness how nature offers solutions to modern challenges. Watching AI evolve reminds me of how adaptability is key to progress. 🌟 What other fields could benefit from nature-inspired tech solutions? 🔍 How important do you think energy efficiency in AI should be for future developments? #AI #Innovation #EnergyEfficiency #SustainableTech #NeuralNetworks #TechnologyAdvancements

📢 Calling all in the North of England! On 4th December, I'll be delivering my new talk, The AI Scientist, at the University of Leeds. This event explores the transformative role of generative AI in scientific research—a must-attend for anyone interested in the future of science and technology. As AI tools like ChatGPT become more integrated into research, they're bringing both exciting advancements and significant challenges. I'll discuss how AI is reshaping data analysis and scientific workflows, especially in fields like particle physics, while also raising questions around transparency, reproducibility, and public trust. From the "black box" issue to the critical need for AI literacy among researchers, we’ll explore what responsible and explainable AI means for science. Curious to learn more? Click below for details and to sign up! [Event details and registration](https://lnkd.in/e2jSswXB) #AIScientist #UniversityOfLeeds #GenerativeAI #ScienceAndAI #ScientificResearch #AIInScience #AIethics #ExplainableAI #PublicTrust

Did you know that AI is revolutionizing drug discovery and healthcare? Generative AI and machine learning are now being used to develop new drugs and improve environmental research. Tools like AlphaFold are transforming our understanding of protein structures, paving the way for groundbreaking medical treatments! 🌟💊 #AI #HealthcareInnovation #FutureOfMedicine

Got me with the avatars already, but there’s a LOT more to this than cute pics, these are AI agents operating a #virtualLab acting on a prompt from a Human Researcher. Read the paper here: https://lnkd.in/ei2iFXwV So far I’ve only seen this way of working in big pharma. Just imagine what democratisation of AI can mean to our industry! #artificialintelligence #drugdiscovery #collaboration

How will AI improve our lives in the years to come? From its inception six decades ago to its recent exponential growth, futurist Ray Kurzweil highlights AI’s transformative impact on various fields and explains his prediction for the singularity: the point at which human intelligence merges with machine intelligence. #FutureOfAI #AITechnology #AIInnovation #ArtificialIntelligence #TechSingularity

Humans are indispensable to AI.  Human intuition, creativity, and abstract reasoning remain irreplaceable, and these qualities cannot be replicated by current AI paradigms. Today’s AI faces fundamental limitations when it comes to true extrapolation—the ability to independently create entirely new concepts and ideas. Major breakthroughs, such as AGI, curing cancer, discovering new laws of physics, or producing mathematical proofs, cannot be achieved by AI without significant human involvement.

Now I ❤️ this biorxiv 📄 https://lnkd.in/eS2tnsHm ⭐️ It’s the best example I���ve seen of what an integrated human + AI/ML in #biologics #drugdiscovery mode should look like: 🚹A clear human defined question, strategy, and overview 🕵️♀️ the use of machine intelligence tools as agents, not separate bots 🤖 🧪a well evaluated outcome and fantastic #graphic artwork 🖼️ The futures bright for #ML, #automation, #datascience, #wetlab #scientists, #biophysics #proteinengineering From the abstract: Virtual Lab, an AI-human research collaboration to perform sophisticated, interdisciplinary science research. The Virtual Lab consists of an LLM principal investigator agent guiding a team of LLM agents with different scientific backgrounds (e.g., a chemist agent, a computer scientist agent, a critic agent), with a human researcher providing high-level feedback. 👍Thank you James Zou👌

AI Meets Fruit Fly: A Brain-Bending Breakthrough Scientists have done it again! They've created a virtual brain network that can predict how individual brain cells will behave. And guess what? They used a fruit fly's visual system as a model. 🤯 Why is this a big deal? Faster research: No more waiting weeks for experiments. Test ideas quickly on a computer! New insights: Learn more about how brains work, from the ground up. Inspiration for AI: This could lead to AI that's smarter and uses less energy. Imagine an AI that can think and learn like a human brain. Exciting, right? Let's discuss! #BrainResearch #AI #Science #Innovation #Technology

The applications of generative AI in advancing medicinal solutions are fascinating. Not only does it also hold revolutionary potential for material sciences, but the intersection of these two domains promises amazing developments. I am optimistic that breakthroughs in Artificial Intelligence will be harnessed to better humanity. The future of AI in healthcare and material sciences could lead to unprecedented innovations, enhancing our ability to solve complex problems and improve quality of life. #GenerativeAI #HealthcareInnovation #MaterialSciences #AIforGood #FutureOfAI

📢Thrilled to introduce the #VirtualLab: a team of #AI scientist agents (AI chemist, AI reviewer...). The Lab created new nanobodies that we experimentally validated to bind to recent #covid variants. 🧬 Virtual Lab is led by an AI professor w/ feedback from human scientist https://lnkd.in/gD4BVQSC We designed the Virtual Lab to tackle hard, open-ended research. The AI agents decide the research project and approach via team meetings. They decided to design nanobodies and created a novel workflow using #ESM, #Alphafold + other sophisticated tools. Experiments show promising binding to covid JN.1 variant while retaining binding to the original Wuhan strain. I'm very excited about the Virtual Lab enabling a new way of doing science! Great job by Kyle Swanson, John E. Pak, Wesley Wu, Nash Bulaong 👏