Infrastructure Scaling and Compound AI Systems with Jared Quincy Davis - #740 episode artwork

EPISODE · Jul 22, 2025 · 1H 13M

Infrastructure Scaling and Compound AI Systems with Jared Quincy Davis - #740

from The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) · host Sam Charrington

In this episode, Jared Quincy Davis, founder and CEO at Foundry, introduces the concept of "compound AI systems," which allows users to create powerful, efficient applications by composing multiple, often diverse, AI models and services. We discuss how these "networks of networks" can push the Pareto frontier, delivering results that are simultaneously faster, more accurate, and even cheaper than single-model approaches. Using examples like "laconic decoding," Jared explains the practical techniques for building these systems and the underlying principles of inference-time scaling. The conversation also delves into the critical role of co-design, where the evolution of AI algorithms and the underlying cloud infrastructure are deeply intertwined, shaping the future of agentic AI and the compute landscape. The complete show notes for this episode can be found at https://twimlai.com/go/740.

Episode metadata supplied by the publisher feed · Published Jul 22, 2025

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Infrastructure Scaling and Compound AI Systems with Jared Quincy Davis - #740

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This episode was published on July 22, 2025.

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