The Circuit Ben Bajarin and Jay Goldberg

With Special guests, Austin Lyons and Paul Karazuba! 
The conversation covers the topic of NPUs (Neural Processing Units) and delves into their architecture, performance, and relevance in the semiconductor industry. The discussion also addresses the use of tops per watt as a metric for NPU performance and the design origins of NPUs, including the use of licensed IP and the evolution from DSPs to NPUs. The conversation delves into the topic of NPUs (Neural Processing Units) and their integration into various devices. The speakers discuss the origins of NPUs, their design philosophy, and the potential impact on consumer devices. They also explore the role of NPUs in edge devices, AI PCs, and the future of consumer use cases for AI. The conversation concludes with predictions about the widespread adoption of NPUs and their potential impact on the market.

In this episode, Ben Bajarin and Jay Goldberg discuss the recent Google I/O event and the introduction of new TPUs and CPUs. They also explore the ARM architecture in the data center and the potential for switching between different ARM CPUs. Additionally, they touch on Qualcomm's launch of Windows on ARM and the significant adoption of Qualcomm SKUs by major OEMs. The conversation covers various topics including the dynamics in the PC space, Nvidia's earnings, and the 10-to-1 stock split. The main takeaways include the strong position of Windows in the PC ecosystem, the growth of Nvidia's data center networking business, and the potential impact of a dedicated inference chip. The conversation also discusses the competition in different parts of Nvidia's stack and the volatility that may come with the stock split.

In this episode of The Circuit, Ben Bajarin interviews Esam Elashmawi, Chief Strategy and Marketing Officer of Lattice, about the world of Field-Programmable Gate Arrays (FPGAs). They discuss the basics of FPGAs, their unique capabilities, and their pervasiveness across various applications. They also explore the advantages of FPGAs over Application-Specific Integrated Circuits (ASICs) and the flexibility they offer in terms of customization and reprogramming. Esam highlights the role of FPGAs in different markets, such as communications, computing, industrial, and automotive, and how Lattice differentiates itself in the FPGA market. They also touch on the challenges of building an FPGA company and the potential of FPGAs in AI applications, both in data centers and at the edge.

In this episode of The Circuit, Ben Bajarin and Jay Goldberg interview Aart de Geus, the executive chair and co-founder of Synopsys, about the semiconductor industry and the evolution of electronic design automation (EDA). They discuss the concept of EDA and how it allows designers to simulate and optimize circuits without physically building them. Aart de Geus highlights the shift from analog to digital design as a major inflection point in the industry. He also explains the role of EDA tools in automating the design process and the importance of functional correctness in chip design. The conversation then delves into the future of chip design, including the use of AI in EDA tools, the rise of chiplets and vertical stacking, and the increasing complexity of system-level design.

In this episode of The Circuit, Ben Bajarin and Jay Goldberg discuss the latest developments in the semiconductor industry, focusing on the sectors of data centers, PCs, mobile, automotive, and industrial semiconductors. They analyze the performance of companies like Intel, AMD, Nvidia, Apple, Qualcomm, and NXP, and explore the factors influencing their success or challenges. The conversation highlights the impact of AI on the industry, the dynamics of the Chinese market, the potential for a super cycle in PCs, and the outlook for the automotive and industrial semiconductor sectors.

Summary
In this episode, Ben Bajarin and Jay Goldberg discuss the skyrocketing capex by cloud hyper scalers and its implications. They explore the significant growth in capex spending by companies like Google, Microsoft, and Amazon, and the connection between capex and revenue growth. They also discuss the challenges of monetizing AI investments and the need for clear consumer use cases. The conversation touches on the potential for new innovations in AI wearables, AR glasses, autonomous cars, and robotics. They also consider the deflationary effects on costs and the timeline for the development of AI applications.