Sony Pixel Power calrec Sony

How AI and Accelerated Computing Drive Energy Efficiency

03/10/2024

AI isn't just about building smarter machines. It's about building a greener world.

From optimizing energy use to reducing emissions, AI and accelerated computing are helping industries tackle some of the world's toughest environmental challenges.

As Joshua Parker, senior director of corporate sustainability at NVIDIA, explains in the latest episode of NVIDIA's AI Podcast, these technologies are powering a new era of energy efficiency.

Parker, a seasoned sustainability professional with a background in law and engineering, has led sustainability initiatives at major companies like Western Digital, where he developed corporate sustainability strategies. His expertise spans corporate sustainability, intellectual property and environmental impact.

The AI Podcast NVIDIA's Josh Parker on How AI and Accelerated Computing Drive Sustainability Ep. 233

AI can, in fact, help reduce energy consumption. And it's doing it in some surprising ways.

AI systems themselves use energy, of course, but the big story is how AI and accelerated computing are helping other systems save energy. Take data centers, for instance.

They're the backbone of AI, housing the powerful systems that crunch the data needed for AI to work in services like chatbots, AI-powered search and content generation. Globally, data centers account for about 2% of total energy consumption, and AI-specific centers represent only a tiny fraction of that.

AI still accounts for a tiny, tiny fraction of overall energy consumption globally, Parker said. Yet, the potential for AI to optimize energy use is vast.

Despite this, AI's real superpower lies in its ability to optimize.

How? By using accelerated computing platforms that combine GPUs and CPUs. GPUs are designed to handle complex computations quickly and efficiently.

In fact, these systems can be up to 20x more energy-efficient than traditional CPU-only systems for AI inference and training, Parker notes.

This progress has contributed to massive gains in energy efficiency over the past eight years, which is part of the reason AI is now able to tackle increasingly complex problems.

What Is Accelerated Computing? At its core, accelerated computing is about doing more with less.

It involves using specialized hardware - like GPUs - to perform tasks faster and with less energy.

This isn't just theoretical. The change in efficiency is really, really dramatic, Parker emphasized.

If you compare the energy efficiency for AI inference from eight years ago until today, [it's] 45,000 times more energy efficient, Parker said.

This matters because as AI becomes more widespread, the demand for computing power grows.

Accelerated computing helps companies scale their AI operations without consuming massive amounts of energy.

This energy efficiency is key to AI's ability to tackle some of today's biggest sustainability challenges.

AI in Action: Tackling Climate Change AI isn't just saving energy - it's helping to fight climate change.

AI and accelerated computing in general are game-changers when it comes to weather and climate modeling and simulation, Parker said.

For instance, AI-enhanced weather forecasting is becoming more accurate, allowing industries and governments to prepare for climate-related events like hurricanes or floods, Parker explained.

The better we can predict these events, the better we can prepare for them, which means fewer resources wasted and less damage done.

Another key area is the rise of digital twins - virtual models of physical environments.

These AI-powered simulations allow companies to optimize energy consumption in real time, without having to make costly changes in the physical world. In one case, using a digital twin helped a company achieve a 10% reduction in energy use, Parker said.

That may sound small, but scale it across industries, and the impact is huge.

AI is also playing a crucial role in developing new materials for renewable energy technologies like solar panels and electric vehicles, helping accelerate the transition to clean energy.

Can AI Make Data Centers More Sustainable? AI needs data centers to operate, and, as AI grows, so does the demand for computing power. But data centers don't have to be energy hogs. In fact, they can be part of the sustainability solution.

One major innovation is direct-to-chip liquid cooling. This technology allows data centers to cool their systems much more efficiently than traditional air conditioning methods, which are often energy-intensive.

Our recommended design for the data centers for our new B200 chip is focused all on direct-to-chip liquid cooling, Parker explained. By cooling directly at the chip level, this method saves energy, helping data centers stay cool without guzzling power.

As AI scales up, the future of data centers will depend on designing for energy efficiency from the ground up.

That means integrating renewable energy, using energy storage solutions and continuing to innovate with cooling technologies.

The goal is to create green data centers that can meet the world's growing demand for compute power without increasing their carbon footprint.

The compute density is so high that it makes more sense to invest in the cooling because you're getting so much more compute for that same single direct-to-chip cooling element, Parker said.

The Role of AI in Building a Sustainable Future AI is not just a tool for optimizing systems - it's a driver of sustainable innovation.

From improving the efficiency of energy grids to enhancing supply chain logistics, AI is leading the charge in reducing waste and emissions.

AI, I firmly believe, is going to be the best tool that we've ever seen to help us achieve more sustainability and more sustainable outcomes, Parker said.

The AI Podcast NVIDIA&
LINK: https://blogs.nvidia.com/blog/ai-energy-efficiency/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

06/09/2026

Dolby and MagentaTV Bring Fans Closer to the FIFA World Cup 2026 in Germany with Dolby Vision and Dolby Atmos

June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

17/06/2026

NABLF Graduates Its 2026 Broadcasting Leadership Training Class

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

ABC and ESPN Score Most-Watched NBA Finals Since 1998

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

Smartly, Roku Bring Social Performance Tools to CTV

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

Pliant Technologies Debuts Crewcom Flex at InfoComm 2026

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

The Immersive Supervisor Emerges as Hollywood's Next Production Role

The Immersive Supervisor Emerges as Hollywood's Next Production Role Brie Clayton June 17, 2026 0 Comments Above image: On set live immersive revi...

17/06/2026

Vertical Musical Playback Shot with Blackmagic PYXIS 6K

Vertical Musical Playback Shot with Blackmagic PYXIS 6K Brie Clayton June 17, 2026 0 Comments Large format sensor and DaVinci Resolve workflow used fo...

17/06/2026

DAZ 3D Launches New Game-Ready Character Assets Built for Modern Engines and Production Workflows

DAZ 3D Launches New Game-Ready Character Assets Built for Modern Engines and Pro...

17/06/2026

Spectrum Awards $1.1 Million in Digital Education Grants

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

XR Sports Alliance Adds New Members

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

AIMS Launches Free Online IPMX Training Series

Share Copy link Facebook X Linkedin Bluesky Email...

17/06/2026

Kiloview Partners with SFM to Expand AV-over-IP Solutions...

Montr al, Quebec, June 11, 2026 Kiloview, a leading provider of AV-over-IP and NDI -based video transmission solutions, today announced a distribution partner...

17/06/2026

Kiloview Launches U4 IP Video Dock Bringing Professional...

Changsha, China, June 15, 2026 Kiloview officially announced the launch of U4 IP Video Dock, a compact IP video decoder and output dock designed to bring prof...

17/06/2026

Good Vibrations hit Dublin and Limerick as RT Concert Orchestra plays the music of the Beach Boys

The RT Concert Orchestra will bring the timeless music of The Beach Boys to aud...

17/06/2026

June 16, 2026

Calibr-Skaggs awarded $5.1M by NIH to develop long-acting hepatitis B virus therapy A new program aims to replace a daily HBV drug with once-monthly or even qua...

16/06/2026

Thomson launches new learning App

Thomson's highly regarded expert-led online learning courses are now easier to access on the go via our new App. Available now on Google Play Store, the J...

16/06/2026

Neumann MT 48 Receives Major Firmware 2.0 Update

Neumann.Berlin has released firmware version 2.0 for the MT 48 audio interface, adding plugin compatibility, expanded Dante networking options, broadcast encode...

16/06/2026

TVNewsCheck Opens Nominations for 2027 Women in Technology Awards

TVNewsCheck has announced that nominations are now open for its 2027 Women in Technology Awards, to be presented at NAB Show 2027 on Tuesday, April 6 in the Med...

16/06/2026

Clear-Com Introduces Avalon IP Intercom Platform

Clear-Com has announced Avalon, a 1RU IP intercom platform for broadcast, live events, and production environments. Designed for IP-only workflows, Avalon suppo...

16/06/2026

SNS EVO Enables Remote and Distributed Video Editing Workflows

SNS has published a guide to remote video editing workflows using its EVO shared storage platform and companion tools, covering use cases ranging from home edit...

16/06/2026

Richmond Flying Squirrels Deploy Grass Valley LDX 110 Cameras at CarMax Park

Grass Valley has announced that the Richmond Flying Squirrels, a Minor League Baseball affiliate of the San Francisco Giants, have deployed five Grass Valley LD...

16/06/2026

AIMS Launches Free Official IPMX Training Series Online

The Alliance for IP Media Solutions (AIMS) has announced the launch of the Official IPMX Training Series, a free online program covering the design, configurati...

16/06/2026

Swerve Womens Sports Announces Distribution Deals with Fubo, Plex, Amazon Fire TV, and Anoki AI

Swerve TV has announced distribution agreements with Fubo, Plex, Amazon Fire TV,...

16/06/2026

ATP and TikTok Expand Global Content Partnership

ATP and TikTok have announced an expansion of their global content partnership, extending the ATP's TikTok hub powered by TikTok GamePlan to cover all nine ...

16/06/2026

FOX Sports Turns Los Angeles Pico Lot Into Its FIFA World Cup Production Nerve Center

Network's LA facility serves as the heart of a sprawling operation built to ...

16/06/2026

300+ Records a Day, 150 TB Daily, and a Relentless Content Avalanche: Inside FOX Sports' World Cup Media Engine

At Pico, the network's media-management team is supporting a flood of HBS fe...

16/06/2026

NHL Games Leaving CBC in Canada as Sublicense With Rogers Sportsnet Ends

The NHL will no longer air on CBC after the pulic broadcasters and national rights-holder Rogers Sportsnet were unable to come to agreement. After a successfu...

16/06/2026

SVG New Sponsor Spotlight: Virtual Eye's Ben Taylor on Making Live Sports More Valuable and Entertaining Through Data-Driven Graphics

As live sports broadcasters continue to seek new ways to make complex action mor...

16/06/2026

Thats BRISK, Baby! FOX Sports' Broadcast Remote IP Studio Kits Bring World Cup Fan Energy Back to Pico

Built with the 2026 FIFA World Cup in mind, these small but mighty IP-based tran...

16/06/2026

Rumble three-band soft synth by UVI

Boasts individual synths for each band UVI's latest synth takes an interesting approach to synthesis, offering a trio of synth engines that each operate...

16/06/2026

PSP Levelizer: auto level adjustment plug-in from PSPaudioware

New intelligent auto-fader plug-in unveiled PSPaudioware's latest release offers automatic level adjustment and provides more detailed control than many...

16/06/2026

The Crow Hill Company launch Crystal Pads

New performance-focused library announced Crystal Pads is the latest addition to The Crow Hill Company's ever-growing product range, and according to th...

16/06/2026

GForce launch official Prophet-5 soft synth

Developed in partnership with Sequential In recent years, GForce Software have branched into official emulations of classic hardware synths, delivering a ha...

16/06/2026

DT 30 IE: New in-ears from beyerdynamic

Designed specifically for live performance monitoring beyerdynamic's latest announcement sees the company introduce an affordable in-ear monitoring syst...

16/06/2026

Cherry Audio recreate the Ensoniq ESQ-1

Official emulation celebrates iconic synth's 40th anniversary Cherry Audio have just introduced Ensoniq ESQ-1, an official recreation of the 1986 polyph...

16/06/2026

Australians place growing trust in SBS News

Australians place growing trust in SBS News 16 June, 2026 Media releases SBS has been recognised as one of Australia's most trusted news providers, ran...

16/06/2026

Rohde & Schwarz achieves highest number of GCF validated 3GPP NR NTN test cases for RF, RRM and PCT domains

Rohde & Schwarz achieves highest number of GCF validated 3GPP NR NTN test cases ...

16/06/2026

Hitachi and PESA Announce Strategic Partnership to Drive Growth in Poland's Rail Market

Bydgoszcz to Become a Local Centre of Excellence for Advanced Rail Technologies....

16/06/2026

Chyron Unveils Chyron Weather 2.4

Share Copy link Facebook X Linkedin Bluesky Email...

16/06/2026

Historic Zhuque-3 Reusable Rocket Test Mission Captured with URSA Cine Immersive

Historic Zhuque-3 Reusable Rocket Test Mission Captured with URSA Cine Immersive Brie Clayton June 16, 2026 0 Comments Apple Immersive Video puts view...

16/06/2026

SMPTE Plans ST 2110 Education Summer Programs

Share Copy link Facebook X Linkedin Bluesky Email...

16/06/2026

Rise Awards Returns for 2026 to Celebrate Excellence in B...

Rise WIB, the award-winning advocacy group championing gender diversity and career progression across the broadcast and media technology industry, today announc...

16/06/2026

Limecraft Expands its Media Production Platform with Team...

Limecraft today announced the availability of Limecraft 2026.4, the fourth of eight planned platform releases this year. The update introduces Team-Based Access...

16/06/2026

Perry Sook: Big Tech Poses 'Very Urgent Threat to Broadcast Stations

Share Copy link Facebook X Linkedin Bluesky Email...

16/06/2026

FIFA World Cup Delivers Record Ratings on Fox

Share Copy link Facebook X Linkedin Bluesky Email...

16/06/2026

AIMS Launches the Official IPMX Training Series Online

Free Program Supports IPMX Education from Foundational Concepts Through System and Network Design The Alliance for IP Media Solutions (AIMS) today announced t...