There's an old axiom that the best businesses thrive during periods of uncertainty. No doubt, that will be tested to the limits as 2022 portends upheaval on a grand scale.
Pandemic-related supply chain disruptions are affecting everything from production of cars and electronics to toys and toilet paper. At the same time, global food prices have jumped to their highest level in more than a decade as worker shortages, factory closures and high commodity prices shred plans at even the most sophisticated forecasting and logistics operations.
Last year, we asked some of our top experts at NVIDIA what 2021 would bring for the world of AI and accelerated computing. They predicted each would move from planning to production as businesses seek new avenues for product forecasting, supply chain management and scientific research.
Headlines over the course of the year proved them correct: To save Christmas, retailers Home Depot, Target and Walmart chartered their own cargo ships to deliver goods to their stores around the world. To speed time to market, BMW, Ericsson and other companies began using digital twin technologies to simulate real-world environments.
AI adoption isn't limited to big names. Indeed, a midyear 2021 PWC survey of more than 1,000 businesses across nine sectors including banking, health and energy found that 86 percent of them were poised to make AI a mainstream technology.
This year, we went back to our experts at NVIDIA and asked them where enterprises will focus their AI efforts as they parse big data and look for new revenue opportunities.
Here's what they had to say:
BRYAN CATANZARO
Vice President of Applied Deep Learning Research
Conversational AI: Last year, I predicted conversational AI will be used to make video games more immersive by allowing real-time interaction to flesh out character-driven approaches. This year, conversational AI is all work and no play.
Companies will race to deploy new conversational AI tools that allow us to work more efficiently and effectively using natural language processing. Speech synthesis is poised to become just as emotive and persuasive as the human voice in 2022, which will help industries like retail, banking and healthcare better understand and better serve their customers.
Know Your Customer: Moving beyond natural language processing, companies using both speech and text for interaction with other businesses and customers will employ AI as they move to understand the context or sentiment in what a person might be saying. Is the customer frustrated? Is your boss being sarcastic? The adoption of tools like OpenAI Github copilot, which helps programmers be more effective at their work, will accelerate.
SARAH TARIQ
Vice President of Automotive
Programmable Cars: The days of a car losing value once you drive it off the lot will soon be gone. We'll see more automakers moving to reinvent the driving experience by creating software-defined architectures with headroom to support new applications and services via automatic over-the-air updates. Vehicles will get better and safer over time.
De-Stressing the Commute: The move to a software-defined approach also will help remove the stress and hassle of everyday driving. AI assistants will serve as your personal concierge, enhancing the vehicle journey for a safer, more convenient and enjoyable experience. Vehicle occupants will have access to intelligent services that are always on, allowing them to use real-time conversational AI for recommendations, alerts, vehicle controls and more.
Designing for the Long Haul: Automakers will begin to invest heavily in the use of simulation and digital twins to validate more of the end-to-end stack, and in training of deep neural network models. AI and data analytics will help train and validate self-driving cars for a broad range of driving conditions, delivering everyday safety that's designed for the long haul.
REV LEBAREDIAN
Vice President of Simulation Technology, Omniverse Engineering
Emerging Standard for 3D: We'll see advancing 3D standards for describing virtual worlds. Building accurate and rich digital counterparts to everything in the real world is one of the grandest challenges in computer science. Developers, enterprises and individual users will contribute to foundational open standards - analogous to the early days of the internet and the web. Standards such as Universal Scene Description (USD) and glTF will rapidly evolve to meet the foundational needs of Web3 and digital twins.
Synthetic 3D Data for the Next Era of AI: The rate of innovation in AI has been accelerating for the better part of decade, but AI cannot advance without large amounts of high quality and diverse data. Today, data captured from the real world and labeled by humans is insufficient both in terms of quality and diversity to jump to the next level of artificial intelligence. In 2022, we will see an explosion in synthetic data generated from virtual worlds by physically accurate world simulators to train advanced neural networks.
Re-Imaging Industry Through Simulation: Many industries are starting to examine and adopt digital twins and virtual worlds, thanks to the potential for operational efficiencies and cost savings. Digital representations of everything we build in the real world must have a counterpart in the virtual world-airplanes, cars, factories, bridges, cities and even Earth itself. Applying high-fidelity simulations to digital twins allows us to experience, test and optimize complex designs well before we commit to building them in the real world.
KIMBERLY POWELL
Vice President & General Manager of Healthcare
AI Generates Million-X Drug Discovery: Simultaneous breakthroughs of AlphaFold and RoseTTAFold creating a thousandfold explosion of known protein structures and AI that can generate a thousand more po
Most recent headlines
09/11/2025
Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...
23/10/2025
A deadline is looming for a new carriage deal between Verizon's Fios TV and Nexstar, with both Verizon and the pay TV-backed American Television Alliance bl...
23/10/2025
NEW YORK During a high-profile session at NAB Show New York, new survey data was shared that revealed significant public concern over artificial intelligence (A...
23/10/2025
BELLEVUE, Wash. and NEW YORK Fox Weather has tapped T-Mobile has as its preferred communications provider and announced that all Fox Weather reporters are being...
23/10/2025
PBS and Amazon Web Services have announced the network is using generative AI to provide enhanced search results to viewers on the PBS App and PBS LearningMedia...
22/10/2025
Prime Video Inks Deal To Present NFL Black Friday Game Worldwide By SVG Staff
Wednesday, October 22, 2025 - 10:06 am
Print This Story | Subscribe
Story ...
22/10/2025
NBA Tip-Off: ESPN Goes 1080p HDR End-to-End, Flipping HDR Switch on REMI and REM...
22/10/2025
FloSports Empowers Division II, III Athletic Departments With Turnkey Production...
22/10/2025
Wall Street Video Summit Debuts, Bringing Together 200 Financial Enterprise Vide...
22/10/2025
Dueling Pianos: International Chopin Piano Competition Is as Competitive as a Ba...
22/10/2025
In 1995, a young Colombian artist released an album that would change Latin pop ...
22/10/2025
Over the past few months, a photovoltaic system has been installed on a three-he...
22/10/2025
The Orion spacecraft for NASA's Artemis II mission is stacked on the Space Launch System (SLS) rocket in High Bay 3 of the Vehicle Assembly Building at Kenn...
22/10/2025
L3Harris' Hybrid SATCOM is resilient by design, offering path diversity that eliminates vulnerabilities by routing data across the best available networks i...
22/10/2025
WASHINGTON, D.C. Organizers of NAB Show New York said they are expecting more than 12,000 registered attendees from about 100 countries along with 260 exhibitor...
22/10/2025
WASHINGTON, D.C The organizers of The 2025 NAB Show New York have announced that they are expecting more than 12,000 registered attendees from about 100 countr...
22/10/2025
Masque Sound, a leading theatrical sound reinforcement, installation and design company, supplied an extensive gear package of professional-grade equipment for ...
22/10/2025
Lightware, a global leader in signal management and AV connectivity solutions, is seeing strong market momentum for the UCX-3x3-TPX-RX20, a compact transmitter-...
22/10/2025
MELVILLE, N.Y. Chyron has released PAINT 10.2, the latest update for its telestration platform, adding support for SMPTE ST 2110 IP workflows, expanding brandin...
22/10/2025
WASHINGTON Run3TV today said NBCUniversal is joining as an investor in the ATSC 3.0 Framework Authority, which develops the Run3TV NextGen TV application platfo...
22/10/2025
ATLANTA swXtch.io will feature two new networking solutions extending the company's reach across more cloud and on-prem workflows at NAB Show New York, set ...
22/10/2025
The Warner Bros. Discoverys HBO Max streaming services has increased prices for all its streaming tiers effectively immediately for new customers. Existing cust...
22/10/2025
LOS ANGELES OpenDrives has signed a new distribution partnership deal with Versatile Distribution Services (VDS) to strengthen its channel and streamline how it...
22/10/2025
WASHINGTON, D.C The organizers of The 2025 NAB Show New York have announced that they are expecting more than 12,000 registered attendees from about 100 countr...
22/10/2025
Samora Pinderhughes Brings Immersive Sound to Berklee's Signature Series The artist and composer, who's worked with Herbie Hancock, Robert Glasper, Co...
22/10/2025
BMI Day at Berklee Celebrates Composer Fil Eisler and Awards Scholarship to Stud...
22/10/2025
October 22nd, 2025 TRIBECA ANNOUNCES STAR-STUDDED LINEUP OF MEMBERSHIP EVENTS F...
22/10/2025
Rohde & Schwarz and TRUMPF cooperate in drone defense Rohde & Schwarz and TRUMPF partner to deliver a comprehensive drone defense solution combining Rohde & S...
22/10/2025
European Broadcaster Upgrades To Grass Valley's NativeIP LDX 135 Cameras And...
22/10/2025
Everyone Gets a Better Deal on Verizon with New FOX One Perk The $15 FOX One streaming service perk is yet another way Verizon continues to add savings for cu...
22/10/2025
First Look Hidden Assets Series 3
Premieres on 9th November 9:30pm on RT One & RT Player
WATCH HERE Promo Link: Hidden Assets Series 3 | RT
The Crimin...
21/10/2025
NAB New York 2025: Although AES Show Is on Its Own, Audio Will Be a Major Part o...
21/10/2025
NAB New York 2025: Business of Broadcast and Media,' Future of Content'...
21/10/2025
SVG All-Stars: Ethan Folz, Senior Director, Digital Operations and Quality of Ex...
21/10/2025
NBA on NBC/Peacock: Livestream Offers Graphic Overlays, Predictive Gaming, Ancil...
21/10/2025
NBA on NBC/Peacock: At the Front Bench With Producer Frank DiGraci and Director ...
21/10/2025
NBA on NBC/Peacock: NBC Sports, NEP Build Ultra-Flexible Production Plan That Se...
21/10/2025
Indigenous storytelling has been at the heart of the work of the Sundance Instit...
21/10/2025
Top L-R: Mysterious Skin, American Dream Second Row L-R: Little Miss Sunshine, D...
21/10/2025
Last week, Spotify and Columbia Records transformed Pier 4 at the Brooklyn Army ...
21/10/2025
SBS Learn's Dharug Ngurra resource empowers classrooms to meaningfully celeb...
21/10/2025
As global operators simplify and evolve their digital platforms, NPS improvement...
21/10/2025
Critical Design Review completion is a key milestone on the path toward Wideband Global Satellite Communications certification for the network in 2026, opening ...
21/10/2025
New Australian undersea training range to implement and improve warfighting tactics, proficiency and safety; enable joint/allied training that contributes to pr...
21/10/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({...
21/10/2025
September, the beginning of autumn, brought an expected revival to the TV market, largely due to the new fall TV schedules. The time spent in front of the TV sc...
21/10/2025
Broadcast Booms with 20% Uptick vs. August, Achieving Largest Monthly
Increase ...
21/10/2025
During September, streaming's share of TV viewing in Mexico settled at 24.5%, a marginal shift of -0.5 share points from the previous month.
Disclaimer: YU...
21/10/2025
RENNES, France BBright and GlobalM have conducted a technical trial validating Ultra HD interoperability across the entire contribution chain in the cloud, achi...
There's an old axiom that the best businesses thrive during periods of uncertainty. No doubt, that will be tested to the limits as 2022 portends upheaval on a grand scale.
