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Overview
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Explore the hardware infrastructure requirements and system design challenges for developing next-generation frontier AI models in this 18-minute conference talk. Learn from Dylan Patel, founder and Chief Analyst of SemiAnalysis, as he examines the current and future hardware demands that will shape the development of advanced AI systems. Discover insights into semiconductor requirements, datacenter infrastructure needs, and the technical considerations that will drive the next wave of frontier model development. Gain understanding of how hardware limitations and capabilities will influence AI model architecture decisions, and examine the intersection of semiconductor technology, physical infrastructure, and AI advancement. Recorded live at the AI Engineer World's Fair in San Francisco, this presentation provides expert analysis from a leading semiconductor and AI research perspective, drawing on SemiAnalysis's global coverage of the industry from materials and equipment to fabless design and datacenter networking.
Syllabus
System Design for Next-Gen Frontier Models — Dylan Patel, SemiAnalysis
Taught by
AI Engineer