Shrey A.’s Post

🔬 BREAKING: AI Model Simulates 500 Million Years of Evolution to Create New Proteins! 🔬 The Singularity is thrilled to introduce ESM3, a groundbreaking language model designed specifically for biology. This AI marvel simulates 500 million years of protein evolution, offering unprecedented insights and capabilities in protein design and biological research. 🧬 Unveiling ESM3: The latest in biological innovation, ESM3 utilizes advanced machine learning techniques to predict protein structures and functions, accelerating research in drug discovery and synthetic biology. 🌟 Why It Matters: By mimicking evolutionary processes, ESM3 can create new proteins with potential applications in medicine, industry, and beyond. This not only speeds up the discovery process but also opens new avenues for developing treatments and materials. 📈 A Leap Forward: ESM3's ability to model evolutionary changes over extensive periods provides researchers with a powerful tool to understand and manipulate biological systems like never before. Stay tuned for more updates and innovations in the AI space. Follow us for daily news and insights on the latest advancements in AI and biology! #AI #Biotechnology #ProteinEngineering #ESM3 #Evolution #Innovation #SyntheticBiology #DrugDiscovery #Research #FutureOfBiology

🎓 𝗗𝗮𝗶𝗹𝘆 𝗖𝗮𝗳𝗲́ 𝗖𝗼𝗻𝗰𝗲𝗽𝘁: "AlphaFold" 🎓 AlphaFold represents a transformative leap in AI, reshaping how we study and understand proteins, the building blocks of life. Developed by DeepMind and launched in 2018, this AI tool predicts the 3D structures of proteins using deep learning. Its ability to accurately model protein shapes has revolutionized structural biology, a critical area for drug discovery and understanding diseases. With traditional methods being time-intensive and costly, AlphaFold stands out by offering quick, reliable predictions that propel scientific research. Its comprehensive database, openly accessible to researchers, has democratized information, fostering collaboration and innovation across the globe. By harmonizing AI and biology, AlphaFold paves the way for breakthroughs in medicine and science, underlining the immense potential of AI in tackling real-world challenges. Whether you're in research, healthcare, or biotechnology, understanding AlphaFold's capabilities can offer valuable insights into the future of these fields. Engage in this transformative journey by exploring how AI continues to shape and advance our understanding of life. Learn more about AlphaFold at the AI Knowledge Café! https://lyl.ai/ebqstsyl 👇Leave your thoughts or questions below👇 #ProteinPrediction #DeepMindAI #StructuralBiology #AiKnowledgeCafe

I'm thrilled to announce that my first research article, titled "Combination therapy synergism prediction for virus treatment using machine learning models", has been published in PLoS ONE! 🎉 This journey has been both challenging and rewarding, and I want to extend my deepest gratitude to my supervisor, dear dr. Mohsen Hooshmand, for his invaluable guidance and support throughout the entire process. His mentorship has been instrumental in achieving this milestone. I invite you all to read the article and share your thoughts. Your feedback would mean a lot to me! 👉 https://lnkd.in/dZ-qtVRi #MachineLearning #DeepLearning #AI #DataScience #Bioinformatic #Research #Publication #PLoSONE

The Ultimate Molecular Explorer: #AlphaFold3, DeepMind’s AI Marvel to Unravel the Mysteries of All Life’s Molecules! 🌐🔍 💡 Google DeepMind and Isomorphic Labs unveil AlphaFold 3, an #AI model that predicts structures and interactions of all biomolecules like proteins, nucleic acids, ligands, and more. 🎯 With an updated diffusion-based architecture, AlphaFold 3 demonstrates significantly improved accuracy over specialized tools across protein-ligand, protein-nucleic acid, and antibody-antigen interactions. This unified deep learning framework enables high-precision modeling across the entire biomolecular space, ushering in new possibilities for structural biology. Quick Read: https://lnkd.in/gRXMhW7r #bioinformatics #structuralbiology #drugdiscovery #ai #deeplearning #sciencenews

🔬🚀 Google DeepMind's AlphaFold 3 Transforms Molecular Interaction Predictions! 💡🔍 Exciting news from Google DeepMind as they unveil AlphaFold 3, a groundbreaking AI system that revolutionizes the accuracy of molecular interaction predictions, paving the way for transformative advancements in drug discovery and bioengineering. 🌟💊 AlphaFold 3's unprecedented precision in modelling protein structures and interactions promises to accelerate scientific research and unlock new insights into complex biological processes. 🧬⚙️ As professionals in the tech and life sciences industries, let's celebrate the potential of AlphaFold 3 to drive innovation and address pressing challenges in healthcare and beyond. 👩🔬🔬 Let's harness the power of AI to unlock the mysteries of molecular biology and usher in a new era of precision medicine and scientific discovery! 🌐🔬 #GoogleDeepMind #AlphaFold3 #AI #Bioengineering #TechInnovation

This weekend to premiere what I am going to discuss, let’s discuss the sort of person you are, are you a follower, a copier, an innovator or influencer, or I go getter. Are you inspired by influencers when they discuss innovation, In the world of artificial intelligence and technology, different approaches can be observed, mirroring various aspects of human behaviour. Some AI systems may operate as followers, implementing existing algorithms and solutions without significant innovation. Others might function as copiers, replicating successful strategies or designs from other domains or systems. However, the true potential of AI lies in innovation and exploration. Innovators push the boundaries of what’s possible, creating novel solutions to complex problems and driving progress in technology and society. Similarly, explorers in the AI field venture into uncharted territory, experimenting with new ideas, algorithms, and paradigms to uncover untapped potentials and insights. To understand what I am going to talk about, I have to give it some kind of substance, some sort of background and ions seem like the perfect starting point. Ions offer a tangible starting point for discussing complex topics such as cognition, adaptation, and communication in both biological organisms and AI systems. Their role in electrochemical signalling provides a rich context for examining the mechanisms behind learning, memory, and decision-making processes, shedding light on how these phenomena manifest in living organisms and can be replicated in artificial systems. Furthermore, ions serve as a common language for interdisciplinary dialogue, facilitating communication between researchers in fields such as neuroscience, computer science, and bioengineering. By fostering collaboration and cross-pollination of ideas, you can uncover new insights and perspectives that drive innovation and advancement in technology and science. The synergy between artificial intelligence, advanced technologies, and human creativity has the potential to drive unprecedented innovation and transformation across industries. By harnessing the power of AI to augment human capabilities, we can unlock new possibilities, solve complex challenges, and create a brighter future for all. Does this inspire you to think differently, inspire you to influence, inspire you to innovate, then Comon and join the conversation, follow, like, share. #artificialintelligence #artificialintelligenceforbusiness #artificialintelligencefordesign #artificialintelligencetechnology #autonomousrobots #autonomousagents #autonomoussystems #ions #bioinformatics #electrochemical #neuroscience #computerscience #bioengineering #industryinsights #algorithms

Protein folding, a fundamental aspect of biological research, has long posed significant challenges due to the complexity of these molecular structures. OpenFold, a groundbreaking open-source tool, is changing the landscape of protein modeling by harnessing AI and the power of supercomputers. Supported by leading institutions like Harvard and Columbia, OpenFold promises to accelerate our understanding of diseases such as Alzheimer's and Parkinson's by accurately predicting protein structures. What makes OpenFold remarkable is its ability to build upon DeepMind's AlphaFold2, offering transparency and accessibility for researchers. This new tool removes barriers, providing open code and data that pave the way for innovative applications in drug discovery and beyond. In collaboration with Meta AI, OpenFold has already mapped an atlas of over 600 million previously uncharacterized proteins, showcasing its vast potential. Supercomputers have truly become the microscopes of our era, driving biological insights that were once unattainable. How do you see AI transforming your field of work? Let's connect and explore these possibilities further. Original article: [OpenFold Advances Protein Modeling with AI and Supercomputing Power](https://lnkd.in/dKZmmKWy #ArtificialIntelligence #AI #MachineLearning #AIFuture #DataDriven #DigitalTransformation #TechInnovation #AIforBusiness #SmartTechnology #DeepLearning #AITrends #AIEthics #AIinMarketing #AILeadership #InnovationStrategy

How AI Saved 1 Billion Years of Scientific Discovery On July 22nd, 2021, Google DeepMind, led by Demis Hassabis, revolutionized the field of biology with the release of AlphaFold. This AI-powered software has the incredible ability to predict protein structures with unprecedented accuracy and speed. Proteins are the building blocks of life. Everything in your body relies on proteins, making them essential for understanding biological processes and developing new treatments for diseases. Traditionally, determining a single protein structure could take a PhD student 4-5 years. Up until AlphaFold's breakthrough, scientists had painstakingly uncovered about 150,000 protein structures. However, there are an estimated 200 million proteins in nature. AlphaFold changed the game. In less than a year, it predicted the structures of all 200 million known proteins. This achievement equates to saving approximately 1 billion years of PhD research time. The impact on science and medicine is profound, accelerating our understanding and opening new avenues for innovation. #AI #AlphaFold #DeepMind #ScientificDiscovery #ProteinStructure #Biotechnology #Innovation #ArtificialIntelligence #ML #MachineLearning #DataScience

Major Advancement by Google DeepMind in Protein Understanding! 🌟 Google DeepMind has released AlphaFold3, an AI model that enhances our understanding of protein behaviour, potentially unlocking new biological secrets. 👨🔬 This innovation, developed with Isomorphic Labs, is set to transform healthcare, agriculture, and other fields. AlphaFold3 goes beyond previous versions by not only predicting the 3D structures of proteins but also their interactions with various molecules and ions, a critical factor in biological functions and disease development. Key insights about AlphaFold3: 1️⃣ Enhanced protein interaction insights, crucial for health and disease. 2️⃣ Potential breakthroughs in medical treatments, crop resilience, and new materials. 3️⃣ Accuracy rates ranging from 62% to 76%, using a vast global molecular database. Researchers are already utilizing AlphaFold3 to explore cellular functions and disease pathways, aiming for significant breakthroughs. For example, structural biologists are studying how bacteria use their flagella to move and attach to tissues, which could pave the way for new antibiotics. However, there are limitations: 1️⃣ AlphaFold3 struggles with predicting protein behavior changes in response to environmental shifts within living systems. 2️⃣ Despite detailed molecular insights, lab validation remains essential. In summary, AlphaFold3 is poised to enhance biological research, driving innovations across multiple scientific domains, while emphasizing the continued importance of traditional scientific methods. What do you MOST wish AI could invent? Share your thoughts! 💭 #AI #Biotechnology #HealthcareInnovation #ScienceBreakthroughs Image Source: Dole Fresh Fruit Costa Rica

Since its release, AlphaFold2 has significantly impacted the field of structural biology by providing highly accurate predictions of protein structures based on amino acid sequences. Developed by Google DeepMind, the model has evolved into AlphaFold3, which now predicts protein interactions with other molecules, enhancing its utility in drug development and understanding complex biological processes. The advancements in AlphaFold3 offer exciting opportunities for understanding protein dynamics and interactions, crucial for drug design and understanding disease mechanisms. The tool's ability to accurately model protein interactions with other cellular components could lead to breakthroughs in identifying novel drug targets and designing more effective therapeutics. As our understanding of protein structures and their interactions deepens, the prospect of humanity entering the realm of immortality may be nearing. https://lnkd.in/gRBVGYiZ