Assertion Contradicted AI assessment confidence: 88% certainty 3/5 debate potential 2/5

Belady: Microsoft's 2016 Cheyenne grid-interactive power model was never duplicated

Christian Belady · Can chip efficiency slow AI's energy demand? · Jul 18, 2024 · at 34:35

Former Microsoft data center executive Christian Belady discusses the lack of industry adoption of Microsoft's 2016 Cheyenne, Wyoming utility partnership.

0:00 / 0:06exact quote · 6.6s
720p mp4 · rendered on demand · StarZero watermark
“That was in 2016 that was done. It's almost a decade later, and I don't think it's ever been duplicated.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Christian Belady

Insight
Belady: Chip efficiency gains increase total power demand via Jevons Paradox
“In fact, getting it very efficient may actually drive more use of it to where it'll increase and not decrease. And so I think there's a much broader view you have to take when someone says something's more efficient, it's, and they say it's going to solve all …”
Christian Belady Jul 18, 2024 ▶ 17:39 Can chip efficiency slow AI's energy demand?
Opinion
Belady: AI's biggest benefit is hardware engineering efficiency, not consumer chatbots
“The reality is the real benefit is engineering the products that we have to drive efficiency. And I see. I see that happening relatively slowly.”
Christian Belady Jul 18, 2024 ▶ 31:45 Can chip efficiency slow AI's energy demand?
Opinion
Belady: Moore's Law made the hardware industry complacent for six decades
“And frankly, it's actually made the industry complacent. Not much has changed over the years in the past six decades. If you look at it, cause Moore's law pretty much gave performance improvements for free.”
Christian Belady Jul 18, 2024 ▶ 9:51 Can chip efficiency slow AI's energy demand?
Assertion Supported
Belady: Multi-Chip Modules Drive Power Requirements Up Every Generation
“Now what you're seeing is As you're integrating more and more and getting more and more into the multi chip module, the power keeps going up generation after generation. And so that's a kind of a new dynamic that's really driving a faster need for power to go …”
Christian Belady Jul 18, 2024 ▶ 12:08 Can chip efficiency slow AI's energy demand?
Insight
Belady: AI power demand is purely additive, unlike cloud efficiency migrations
“So now what you see is AI coming along and that's like a completely new application and it's a massive application. So now that's just stacking on top of this other transition of, as things move from enterprise Into the cloud. And now your stack on top of that…”
Christian Belady Jul 18, 2024 ▶ 15:03 Can chip efficiency slow AI's energy demand?
Insight
Belady: Speed of light latency forces AI into massive, centralized data centers
“I think, and again, this is probably beyond my scope, but I think it really has to do with the size of the models and the latency, right? It takes too much time for light to travel larger distances, as hard as that is to believe. And so they tend to concentrat…”
Christian Belady Jul 18, 2024 ▶ 27:40 Can chip efficiency slow AI's energy demand?
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 200 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.