ML6 | Your partner in AI’s Post

🚀 Unlocking the Future of Protein Design with Machine Learning: A Deep Dive into Sequence Generation. Are you passionate about the fascinating world of protein design? Then our latest blog post is a must-read! At ML6, we’ve delved into the cutting-edge advancements in machine learning that are revolutionising the field, specifically focusing on protein sequence generation. 🌟 🔍 Why Proteins Matter: Proteins are the building blocks of life, playing crucial roles in virtually every cellular process. From providing structural support to facilitating enzymatic activity, their importance cannot be overstated. Our comprehensive overview explains why mastering protein manipulation could unlock solutions to some of the world's most pressing environmental challenges. 💡 The ML Revolution: Machine learning has been intertwined with protein research since the 1980s, and recent technological advancements have supercharged these efforts. We explore how modern ML approaches, including Diffusion Models and Large Language Models (LLMs), are being harnessed to predict and generate protein sequences with unprecedented accuracy. 🌐 What’s New: Protein Sequence Generation: Discover how LLMs and diffusion models are transforming the creation of new proteins. Innovative Models: Get insights into the latest models pushing the boundaries of what’s possible in protein design. Practical Takeaways: Learn about the real-world applications and potential of these groundbreaking techniques. 📢 Dive into our blog to explore how these advancements are not just theoretical but are paving the way for real-world applications that could change the game in biotechnology and beyond. Read now and stay ahead in the ever-evolving intersection of protein design and machine learning! Your expertise could be the next big leap forward. 👉 https://hubs.la/Q02GVnH90 #ML6 #ProteinDesign #MachineLearning #Biotechnology #Innovation

Ever heard of a chatbot selling a car for $1? 🤖🚗 Believe it or not, someone managed to convince a customer service chatbot to sell a car at this price through clever prompting. Such incidents are part of a growing wave of attacks as LLMs become integrated into diverse applications. Dive into the world of LLM Guardrails with us and learn how to prevent such incidents in your applications! 📅 Date: 24th July 2024 📍 Location: Online + ML6 Amsterdam office (hybrid) Join us and PyLadies Amsterdam for an interactive session where we’ll dive into the world of LLM Guardrails. Discover the mechanisms that ensure applications produce reliable, robust, safe, and ethical outputs, and understand their crucial role in LLMs. We’ll cover everything from content moderation to prompt injection and other essential safety measures. But it’s not just theory – you’ll get hands-on experience implementing your own guardrails using tools like NVIDIA’s NeMo Guardrails. By the end of the workshop, you’ll be a guardrail guru, ready to make your LLM applications safer, more accurate, and robust. 👩💻 This event celebrates diversity in tech – welcoming participants of all Python proficiency levels without regard to labels (gender, sexuality, or race). Whether you’re an engineer, data scientist, or AI enthusiast, join us to innovate responsibly and inclusively! 🚀 With this initiative, ML6 loves to support diversity in technology by collaborating with PyLadies Amsterdam. Secure your spot now and expand your network in the tech community. Don’t miss out! https://hubs.la/Q02GHMX_0 #ml6 #meetup #LLM #workshop

The EU AI Act is finally published! ✔️ What does it mean? ◾August 2024: The Act will enter into force. ◾February 2025: Obligations for prohibited AI systems (❗Facial & emotions recognition in some cases) ◾August 2025: GPAI model rules start ◾August 2026: Obligations for high risk AI systems apply (❗Employment, education and government in some cases) ◾August 2027: Obligations for AI systems in products apply" Source: https://hubs.la/Q02GlGrS0 #ml6 #AIact #AIregulations #EUAIact

We truly believe that there is no better time to join us than now. Within the tech engineering space, there are way more available roles than only the one of an ML Engineer. Which ones you might wonder? 👀 Discover more on https://hubs.la/Q02G8_DB0 #ml6 #joinus #AI

With Generative AI reshaping companies and society, there’s more attention on how AI is used. It’s important to develop AI solutions responsibly, making sure they are lawful compliant, ethically responsible and technically secure. The last few months, we have kept an eye on new responsible AI guidelines and frameworks. For our Dutch followers, If you haven’t yet explored the Dutch Government's vision on Responsible Generative AI, here are 10 key points you should remember. 💡 Source: [https://lnkd.in/gxi8utsy] #ml6 #ResponsibleAI #GenAI #AIregulations

🔬 Revolutionizing Protein Design with ESM3: A Leap Forward in Biotechnology Are you involved in drug discovery, enzyme engineering, or biotechnology? Understanding the latest advancements in protein design is crucial for staying ahead in these fields. Dive into our latest blog post on ESM3 - The Frontier of Protein Design and discover how this groundbreaking model is transforming the landscape of protein science. 🌟 Why It Matters: ESM3 unifies sequence, structure, and function prediction, surpassing previous models that could only specialize in one domain. Learn how ESM3’s multi-input/multi-output architecture sets a new standard for protein generation, accelerating the discovery of novel proteins with tailored functionalities. 💡 Key Takeaways: Bidirectional Transformer Architecture: Captures long-range dependencies crucial for understanding protein structure and function. Geometric Attention: Enhances spatial awareness, leading to more accurate protein structure predictions. Chain of Thought Generation: Ensures comprehensive understanding by alternating between sequence and structure during generation. 🔍 Performance Highlights: Generates high-confidence structures (pTM > 0.8, pLDDT > 0.8) with low sequence similarity to known proteins, pushing generative possibilities into unknown territory. Showcases an outstanding ability to plausibly generate 'distant' proteins, opening new avenues for innovative biomolecular designs. 🔗 Discover More: Explore how ESM3 can revolutionize your approach to protein design and bring innovative solutions to complex biomedical challenges. Read the full blog post here: https://hubs.la/Q02Fyk610 🤝 Engage with Us: Share your thoughts, leave comments, and let's discuss how ESM3 can impact your work. Don’t forget to share this post with your network to spread the knowledge! Stay ahead in the field of protein science and biotechnology with ESM3. 🌍🔬 #ml6 #ProteinDesign #Biotechnology #MachineLearning #DrugDiscovery #EnzymeEngineering #ESM3 #Innovation

Mission accomplished! Our ML6 agents just crushed our annual "Secret Mission" team-building event. Fun, teamwork, and a little friendly competition? Sounds like a recipe for success! #ml6 #ML6Culture #TeamBuilding #joinus

Responsible AI should be an integral part of every AI solution. At ML6, we want to develop solutions that are legally compliant, ethically responsible, and technically secure. In this blog post, we transparently share how we have integrated Responsible AI into ML6's processes. 🛡️ 🔗 https://hubs.la/Q02FfvrT0 #ML6 #ResponsibleAI #AI #EthicalAI #LegalAI #SecureAI

From LLM judges to chain-of-thought: How can we ensure that LLM-based applications are safe, reliable, and ethically responsible? In our latest blogpost, we give high-level overview of guardrail techniques, their perks and pitfalls. Language Models (LLMs) are increasingly used for applications, but also come with risks like leaking confidential data and spreading misinformation. Especially now that LLM-based applications are more and more deployed for public use, implementing guardrails becomes crucial to ensure the safety and reliability. 🔐 Read the full blogpost: https://lnkd.in/eqP6QnyT #ml6 #LLMs #LLMguardrails #ethicalai | Iris Luden

Working as an engineer in the fast evolving tech world we’re living in now, requires quite some change management and adaptation skills. The role of a Machine Learning Engineer for example, is not the same anymore as a couple of years ago. With the AI market evolving fastly, so do the job needs. But, within that tech engineering space, there are way more available engineering roles than only the one of an ML Engineer. Which ones? 👀 Read the blogpost here : https://lnkd.in/e__vgPaj 🔎 Curious to explore further? Visit our job-site : jobs.ml6.eu