Generative AI World

Hi everyone! ?? We're days away from the 5th Annual MLOPs World and Generative AI World Summits in Austin (Nov 6th to 8th) This event brings together an incredible concentration of 1000+ practitioners, researchers, and leaders. Given the astounding industry advancements this year, we’ll be diving into a full spectrum of topics and the future, including: ?? Generative AI Innovations: Seeing the real-world applications across industries and what’s coming next in the space. ??Advanced Model Training & Optimization: Learning advanced techniques for models that are transforming text, images, and code. ?? Business Impact of Generative AI:?Hearing stories from companies using Generative AI to truly innovate. ?? Emerging Technical Frontiers: Exploring agentic systems with LangGraph and AutoGen that push AI boundaries. ?? MLOps in Production: Best practices for deploying, monitoring, and managing ML models at scale. ?? Responsible AI: How to ensure fairness, explainability, and bias detection so we build responsibly. ?? See the full agenda attached or here: https://lnkd.in/g3Kv5P_E ?? We still have some limited tickets available: https://lnkd.in/dvS4vEUy

?? Thrilled to welcome Trustwise AI as a Bronze sponsor at the 5th Annual MLOps World and Generative AI World Summit! ?? Their support plays a key role in advancing discussions and solutions in MLOps and Generative AI, where trust and accountability are more essential than ever. TrustWise AI is dedicated to helping businesses deploy AI with transparency, security, and integrity at the forefront. Learn more about their vision and approach at trustwise.ai. You can also catch Ron Baker (CTO) during his talk on “Enterprise AI Alignment: Engineering Trust into GenAI Systems.” He'll dive into one of the most pressing challenges in AI today: building systems that are not only high-performing but also safe, compliant, and aligned with enterprise goals. For regulated sectors like healthcare, finance, and insurance, achieving AI alignment and trustworthiness is essential to ensure ethical, secure, and reliable operations. In his talk, Ron will explore practical strategies for balancing performance, safety, and compliance, helping enterprises navigate the complex landscape of trustworthy AI deployment. Join us at the summit as we explore the future of safe, robust, and responsible AI together.

Exciting news! ?? We're thrilled to welcome Prefect as a Bronze sponsor at the 5th Annual MLOps World and Generative AI World Summits! Prefect is revolutionizing workflow orchestration for data and machine learning engineers, providing a resilient platform that allows teams to manage their data workflows with ease. With features that emphasize observability and rapid recovery, Prefect empowers users to focus on their code without the hassle of boilerplate or complex configurations. A big thank you to Prefect for their support in making this summit possible! To learn more about how Prefect can enhance your data workflows, visit their website:?www.prefect.io.?

Welcome, DagsHub to the 5th Annual MLOps World and Generative AI World Summits! ?? A big thanks for supporting the summits. DagsHub empowers data science and machine learning teams to collaborate more effectively. Their tools make it easy to build LLM projects, track, version, and share streamlining the workflow from data management to deployment. It’s a fantastic resource for anyone looking to simplify and enhance their ML pipelines. ?? Check them out here ?? dagshub.com

Thanks to DoltHub for sponsoring the 5th Annual MLOps World and Generative AI World Summits! DoltHub is paving the way for new approaches in data collaboration by creating the first SQL database with Git-like version control. By enabling seamless collaboration and history tracking, they're making data management more transparent, accessible, and team-friendly—bridging the gap between code and data in unique ways. You can learn more at DoltHub.com We look forward to the insights and inspiration DoltHub will bring to the summit!

Thanks to Codeium for supporting the 5th Annual MLOps World and Generative AI World summits! Codeium is transforming the coding landscape with its powerful AI tools, offering developers a free extension that enhances productivity across over 70 programming languages and 40 integrated development environments (IDEs). By providing intelligent autocomplete, code explanations, and quick code generation, Codeium empowers developers to code more efficiently without compromising on quality. ?? Check them out at codeium.com and see how they’re helping redefine developer productivity.

Exciting news! Join us for a free virtual day at the 5th Annual Generative AI World AI & MLOps World on November 6th with 21+ hands-on workshops and talks. ?? Sign up here: https://lnkd.in/gW9tEYZJ ?? See the full abstracts here: https://lnkd.in/dtMvytqp This packed day features incredible talks and hands-on workshops from leading experts. Here are just a few highlights: - Jeff Clune (The University of British Columbia and CIFAR chair) on open-ended AI algorithms in the era of foundation models - Maxime Labonne (Liquid AI) sharing everything you need to know about fine-tuning LLMs - Gon Rappaport (Aporia) on safely adopting GenAI for production use cases - Aniket Maurya (Lightning AI) on erving AI models with high throughput at scale. - Amit Kesarwani (lakeFS) on how to transparently mount an object store reference as a local directory - Arpita V. (LinkedIn) on how Large Language Models (LLMs) can enhance the capabilities of vision-based AI systems, creating more context-aware and interpretable multimedia models. You'll learn about: - Latest advances in open-ended AI and foundation models - Best practices for fine-tuning and evaluating LLMs - Practical MLOps for deploying GenAI safely at scale - Issues of using Generative AI in production applications - How to integrate Knowledge Graphs (KGs) and Vector Retrieval Augmented Generation (VectorRAG) to enhance information extraction and many more A huge thank you to all our speakers for sharing their knowledge and expertise. Thanks to our partners who continue to support us. We hope to see you there

Thank you, Appen for sponsoring the upcoming 5th Annual MLOps World and Generative AI World summits. With over 25 years of experience, Appen is the leading provider of high-quality LLM training data and services. Whether you're building a foundation model or need a custom enterprise solution, our experts can support your specific AI needs throughout the project lifecycle. Learn more here: https://lnkd.in/dXdP9vQR We're also hosting Geoffrey LaPorte will share the latest research in his talk, “Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective" As data annotation can be both resource-intensive and complex, Large Language Models (LLMs) offer promising automation potential—yet balancing LLM efficiency with the nuance of human insight remains a challenge. Key Highlights from the Talk: ?? Experiment Findings: Geoffrey will discuss a recent Appen experiment evaluating the trade-off between quality and cost when training ML models with LLMs versus human input. The goal was to identify utterances that could confidently be annotated by LLMs and those requiring human intervention. ?? Balancing Automation & Expertise: Appen’s findings underscore that while LLMs can effectively handle straightforward tasks, complex annotations still benefit from human review, especially when task instructions are unclear or subjective interpretations are necessary. ?? Methodology & Recommendations: Geoffrey will walk through the dataset used, the experimental methodology, and research findings. Their work highlights the importance of blending LLM capabilities with human input to achieve a balance between cost-efficiency and high-quality annotation. Looking forward to exploring this topic in depth with Geoffrey and the Appen team!

Thank you Elastic for sponsoring the 5th Annual MLOps World and Generative AI World Summits! Elastic is the powerhouse behind the Elastic Stack — Elasticsearch, Kibana, Beats, and Logstash — enabling organizations worldwide to search, observe, and secure their data at scale. Excitingly, Elasticsearch and Kibana are open-source once again! Elastic’s commitment to open-source is a huge asset to the community. Check out more at elastic.co We’re grateful for Elastic's support. We look forward to seeing you again at the summit!

Thrilled to host AutoAlign AI as a Bronze Sponsor for the upcoming 5th Annual MLOps World and Generative AI World summits! ?? AutoAlign AI is revolutionizing the AI safety landscape with its innovative Sidecar solutions. These AI firewalls dynamically interact with LLMs to enhance their safety, security, and effectiveness, making any LLM safer, smarter, and stronger. You can learn more here: https://www.autoalign.ai/ ?? Don't miss AutoAlign CEO and co-founder Dan Adamson's talk: "Robustness with Sidecars: Weak-To-Strong Supervision For Making Generative AI Robust For Enterprise" You can watch it virtually here: https://lnkd.in/dmrT6bBp Dan will dive into why many enterprise GenAI pilots struggle due to challenges with performance, compliance, safety, and security — all critical for real-world deployment. With over 20 years of experience building regulated AI solutions, Dan will introduce Sidecar, AutoAlign’s innovative tool for enhancing both the power and safety of GenAI. Key Takeaways: - Tactics for GenAI safety: Learn approaches to safeguard against jailbreaks, bias, data leakage, and hallucinations. - Production-ready LLMs: Understand the unique requirements for deploying LLMs in real-world settings. - Weak-to-Strong Controls: Discover how weak supervision with Sidecar not only strengthens safety but also boosts model capabilities. - Latest Benchmarks: Explore recent state-of-the-art benchmarks and how they improve accuracy and robustness.