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How Nvidia GPUs Compare To Google’s And Amazon’s AI Chips

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Nvidia’s blowout earnings Wednesday affirmed its place as the world’s most valuable company, thanks to “off the charts” sales of GPUs that excel at AI workloads. But as inference needs outpace training, a smaller cheaper AI chip is gaining ground. Custom ASICs are now being designed by all the major hyperscalers. Google led the way with its TPU, followed by Amazon, Meta, Microsoft, and OpenAI’s plans with Broadcom. CNBC talked to experts and insiders at the Big Tech companies making them all.

Chapters:
0:00 Introduction
1:31 GPUs for general compute
5:07 ASICs for custom cloud AI
10:29 On-device chips for edge AI
13:21 Geopolitics and power

Produced and Shot by: Katie Tarasov
Edited by: Evan Lee Miller
Additional Camera: Marc Ganley, Jordan Smith
Senior Director of Video: Jeniece Pettitt
Animation: Jason Reginato
Editorial Support: Kif Leswing
Additional Footage: Amazon, AMD, Apple, Broadcom, Cerebras, Getty Images, Google, Groq, Ford, Intel, Meta, Nvidia, Qualcomm, Samsung, TSMC

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Comparing The Top AI Chips: Nvidia GPUs, Google TPUs, AWS Trainium

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Why Corporate America Is Spending More On Security

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Private security has become a major business as companies invest more in security guards, executive protection, corporate security, surveillance technology and physical security services. CNBC’s Alex Harring goes inside Allied Universal to examine what is driving demand, how technology is reshaping the private security industry and why low pay, high turnover, training and growing responsibilities remain challenges for security guards.

Chapters:
0:00 Introduction
2:16 Inside Allied Universal
5:00 Demand for security
6:44 Labor force

Produced by: Charlotte Morabito
Reporting by: Alex Harring
Edited by: Erin Black
Camera: Mickey Todiwala
Animation: Jason Reginato, Emily Park, Alisa Stern
Senior Managing Producer: Shawn Baldwin
Additional Footage: Getty Images, Allied Universal

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Crime Is Falling. So Why Is Private Security Booming?

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Scopely CEO: Personalized Content Is ‘Next Big Stage Of Entertainment’ | CNBC

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Walter Driver, CEO of video game app company Scopely, discuss the Apple’s phone application ecosystem and how entertainment and content consumption will change on smartphones.
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Scopely CEO: Personalized Content Is ‘Next Big Stage Of Entertainment’ | CNBC

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How corporations use Ireland to dodge taxes

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A large number of U.S. companies have operations in Ireland, and names such as Apple, Microsoft and Pfizer appear to have taken steps to stow intellectual property in the country to reduce their effective corporate income tax rates.

Members of President Donald Trump’s administration have signaled that some of that activity should return to the states.

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UPS Successfully Tests Residential Delivery With Drones | CNBC

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UPS worked with truck-launched drone-maker Workhorse Group to demonstrate how efficient drones can be to provide delivery services.
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UPS Successfully Tests Residential Delivery With Drones | CNBC

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Here’s Why Every Industry Should Be Looking At Blockchain | CNBC

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The technology behind bitcoin may prove as transformative as the internet. With or without cryptocurrency, blockchain looks here to stay.
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Here’s Why Every Industry Should Be Looking At Blockchain | CNBC

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