Generative AI Breakthroughs at ODSC West 2024: 6 Must-Attend Sessions for Business Leaders
Generative AI has emerged as a transformative force in the tech industry, reshaping how businesses operate and innovate. As this cutting-edge technology continues to evolve, staying informed about its latest developments and applications is crucial for professionals across various sectors. ODSC West 2024 October 29th-31st presents an unparalleled opportunity to dive deep into the world of Generative AI, offering a wealth of knowledge and insights from industry leaders and innovators.
At the heart of this year’s conference is the Generative AI X Summit, a specialized summit co-located with ODSC West. This summit brings together some of the brightest minds in the field, showcasing groundbreaking advancements and practical applications of generative AI. Whether you’re a seasoned data scientist, a business executive, or a curious professional looking to harness the power of AI, the sessions at ODSC West 2024 promise to equip you with valuable insights and strategies.
Unleashing the Power of Generative AI: Must-Attend Sessions at ODSC West 2024
In this article, we’ll highlight some of the standout sessions from the Generative AI X Summit that you won’t want to miss. These carefully curated talks cover a wide range of topics, from the integration of compound AI systems to the critical aspects of AI security and value quantification. Join us as we explore how these sessions can help you navigate the exciting landscape of Generative AI and drive innovation in your organization.
Compound AI Systems: The Future of AI Integration
Lin Qiao, CEO and co-founder of Fireworks AI, will take you on a journey beyond single-model approaches. Discover how compound AI systems combine models across text, audio, and video with external knowledge sources to create more powerful, stable, and interactive AI applications. This session is crucial for understanding the tools and design approaches necessary to build production-ready AI for enterprises.
The Evolution of Data Science in the AI Era
Jure Leskovec, Co-founder and Chief Scientist at Kumo.AI and Professor at Stanford University, challenges the traditional data science paradigm. Learn how intelligent data science is reshaping the machine learning lifecycle, delivering model improvements of up to 75% and accelerating the path from data to insights. This session is perfect for those looking to redefine their data science strategies and unlock unprecedented value from enterprise data.
“Day Two” Problems: 5 Hidden Hurdles to GenAI Success and How to Overcome Them
Lior Gavish, CTO and Co-Founder of Monte Carlo, addresses the critical operational aspects of rolling out generative AI projects. This talk focuses on the often-overlooked processes related to compliance, quality, and scale. Gain practical insights on building robust AI strategies, implementing data cultures centered on reliability and trust, and effectively managing data incidents that could impact your AI products.
Considerations for Building Enterprise-Safe AI
Megha Jhunjhunwala, Software Engineer at Glean, offers a comprehensive guide to developing secure and effective AI solutions for enterprise use. This session covers essential considerations such as data quality, scalability, contextual relevance, and permission-aware AI systems. Learn about the challenges of applying large language models to enterprise data and discover how Retrieval Augmented Generation (RAG) can ensure accurate, knowledge-grounded responses in your AI applications.
Quantifying the Value of AI: Going Beyond Cost Savings
Rehgan Bleile, Co-Founder and CEO of AlignAI, presents innovative techniques for evaluating and tracking the value of AI use cases. Move beyond simple time-saving estimates and learn how to attribute outcomes and impact to AI outputs. This session provides frameworks for initial value estimations and ongoing measurement of AI influence, essential for demonstrating the actual value created by AI investments over time.
Securing the Horizon: Safeguarding Large Language Models
Dr. Jisheng Wang, VP of Engineering and Head of AI/ML at Traceable AI, delves into the critical security challenges posed by the widespread adoption of Large Language Models (LLMs). This talk covers the OWASP Top 10 LLM Specific Risks, focusing on prompt injection, sensitive information disclosure, and training data poisoning. Gain actionable insights to fortify your AI-driven applications and foster a proactive security culture that keeps pace with rapid technological advancements.
Don’t Miss Out on the AI Revolution
ODSC West 2024 and the Generative AI X Summit offer an unparalleled opportunity to stay at the forefront of AI innovation. These sessions will empower you with the knowledge and strategies needed to leverage generative AI for business growth, enhanced decision-making, and competitive advantage.
Join us at ODSC West to unlock the full potential of generative AI for your organization. Register now and be part of the AI-driven future.
