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Birds of a Feather: Exploring AI’s Role in Business & Discovery

Birds of a Feather

Artificial intelligence (AI) has come a long way since the 1940s, evolving from a futuristic concept into a driving force behind business growth, scientific discovery, and technological innovation. Today, AI powers everything from Google’s search engine and Facebook’s facial recognition to Microsoft’s speech processing, Netflix’s recommendations, and Amazon’s predictive shopping suggestions. Real-world applications, like Stanford University’s self-driving car, Stanley, showcase how AI has moved from theory into practice.

The Machine Learning Revolution

At the heart of AI’s rapid growth is machine learning (ML), the ability of systems to learn from data without explicit programming. The development of graphics processing units (GPUs) in 2009 supercharged ML, enabling faster computations and paving the way for AI-driven innovation across industries.

AI technologies such as natural language processing (NLP) and computer vision now push the boundaries of human-computer interaction. The launch of ChatGPT in 2022 and fully autonomous driving systems in 2021 marked a new era, where AI can learn from experience and perform complex tasks autonomously.

Transforming Scientific Research

AI is also revolutionizing science. Tasks like protein structure prediction, which once took months, can now be completed in under two weeks using AI models like AlphaFold, accelerating drug discovery and vaccine development, as demonstrated during the COVID-19 pandemic. In material science, AI helps design lighter, stronger materials for aerospace and consumer electronics. It even opens doors to previously unreachable frontiers, from deep-ocean exploration to the discovery of unknown biological and mineral lifeforms.

Empowering Innovation & Entrepreneurship

AI tools empower entrepreneurs by streamlining product development, accelerating market entry, and optimizing operations. Lower barriers to entry enable small teams to achieve more with fewer resources, fueling economic dynamism and innovation.

AI/HPC Convergence at SC25

The intersection of AI and high performance computing (HPC) is creating unprecedented opportunities for scientific discovery and business growth. At SC25, several Birds of a Feather (BoF) sessions will highlight this convergence, offering hands-on insights from industry leaders.

These sessions provide direct insights into how AI is being integrated into HPC environments, the challenges organizations face, and the solutions being developed to accelerate scientific discovery and business innovation.


Tuesday, November 18

12:15-1:15 PM, Room 231-232

Artificial Intelligence and Machine Learning for HPC Workload Analysis explores how AI is revolutionizing the way we analyze and optimize HPC systems.

12:15-1:15 PM, Room 275

How to Leverage CXL Memory Pooling and Sharing for AI & HPC Workloads addresses the critical infrastructure needed to support AI at scale.

12:15-1:15 PM, Room 260-267

The Next Wave of Confluence: AI-Driven Workflows in HPC and Cloud examines how AI is reshaping computational workflows across platforms.

5:15-6:45 PM, Room 123

Emerging Challenges for AI/ML Workflows tackles the practical hurdles facing AI implementation.

5:15-6:45 PM, Room 131

Utilizing Inference for Science Services within the Academic Community shows how AI inference is accelerating scientific research.

Wednesday, November 19

12:15-1:15 PM, Room 276

UALink and Ultra Ethernet: Addressing AI Networking Challenges focuses on the networking infrastructure powering AI systems.

5:15-6:45 PM, Room 261-262-265-266

Cyberinfrastructure Education and Workforce Development in the AI Era addresses the critical need for AI-literate professionals.

IN THE SCHEDULE

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The Future Is Now

AI is no longer just a tool—it is a critical driver of business formation, job creation, and economic transformation. SC25’s BoF sessions offer an unparalleled opportunity to learn from leaders implementing AI in real-world HPC environments, addressing workforce challenges, and building infrastructure for the next generation of AI-driven innovation.

Whether your focus is optimizing AI workloads, building AI-ready infrastructure, or developing AI talent, these sessions offer actionable insights from practitioners at the forefront of the AI/HPC convergence. Embracing AI in daily workflows is key for anyone aiming to remain competitive in a rapidly evolving digital landscape—and SC25 is the ideal place to start.

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