Sony Pixel Power calrec Sony

2025 Predictions: Enterprises, Researchers and Startups Home In on Humanoids, AI Agents as Generative AI Crosses the Chasm

05/12/2024

From boardroom to break room, generative AI took this year by storm, stirring discussion across industries about how to best harness the technology to enhance innovation and creativity, improve customer service, transform product development and even boost communication.

According to IDC, enterprises worldwide are expected to spend $307 billion on AI solutions next year, growing to $632 billion by 2028, at a compound annual growth rate of 29.0%. AI will have a cumulative global economic impact of $19.9 trillion through 2030 and will drive 3.5% global GDP in 2030, IDC predicts.

Yet, some companies and startups are still slow to adopt AI, sticking to experimentation and siloed projects even as the technology advances at a dizzying pace. That's partly because AI benefits vary by company, use case and level of investment.

Cautious approaches are giving way to optimism. Two-thirds of the respondents to Forrester Research's 2024 State of AI Survey believe their organizations would require less than 50% return on investments to consider their AI initiatives successful.

The next big thing on the horizon is agentic AI, a form of autonomous or reasoning AI that requires using diverse language models, sophisticated retrieval-augmented generation stacks and advanced data architectures.

NVIDIA experts in industry verticals already shared their expectations for the year ahead. Now, hear from company experts driving innovation in AI across enterprises, research and the startup ecosystem:

IAN BUCK

Vice President of Hyperscale and HPC

Inference drives the AI charge: As AI models grow in size and complexity, the demand for efficient inference solutions will increase.

The rise of generative AI has transformed inference from simple recognition of the query and response to complex information generation - including summarizing from multiple sources and large language models such as OpenAI o1 and Llama 450B - which dramatically increases computational demands. Through new hardware innovations, coupled with continuous software improvements, performance will increase and total cost of ownership is expected to shrink by 5x or more.

Accelerate everything: With GPUs becoming more widely adopted, industries will look to accelerate everything, from planning to production. New architectures will add to that virtuous cycle, delivering cost efficiencies and an order of magnitude higher compute performance with each generation.

As nations and businesses race to build AI factories to accelerate even more workloads, expect many to look for platform solutions and reference data center architectures or blueprints that can get a data center up and running in weeks versus months. This will help them solve some of the world's toughest challenges, including quantum computing and drug discovery.

Quantum computing - all trials, no errors: Quantum computing will make significant strides as researchers focus on supercomputing and simulation to solve the greatest challenges to the nascent field: errors.

Qubits, the basic unit of information in quantum computing, are susceptible to noise, becoming unstable after performing only thousands of operations. This prevents today's quantum hardware from solving useful problems. In 2025, expect to see the quantum computing community move toward challenging, but crucial, quantum error correction techniques. Error correction requires quick, low-latency calculations. Also expect to see quantum hardware that's physically colocated within supercomputers, supported by specialized infrastructure.

AI will also play a crucial role in managing these complex quantum systems, optimizing error correction and enhancing overall quantum hardware performance. This convergence of quantum computing, supercomputing and AI into accelerated quantum supercomputers will drive progress in realizing quantum applications for solving complex problems across various fields, including drug discovery, materials development and logistics.

BRYAN CATANZARO

Vice President of Applied Deep Learning Research

Putting a face to AI: AI will become more familiar to use, emotionally responsive and marked by greater creativity and diversity. The first generative AI models that drew pictures struggled with simple tasks like drawing teeth. Rapid advances in AI are making image and video outputs much more photorealistic, while AI-generated voices are losing that robotic feel.

These advancements will be driven by the refinement of algorithms and datasets and enterprises' acknowledgment that AI needs a face and a voice to matter to 8 billion people. This will also cause a shift from turn-based AI interactions to more fluid and natural conversations. Interactions with AI will no longer feel like a series of exchanges but instead offer a more engaging and humanlike conversational experience.

Rethinking industry infrastructure and urban planning: Nations and industries will begin examining how AI automates various aspects of the economy to maintain the current standard of living, even as the global population shrinks.

These efforts could help with sustainability and climate change. For instance, the agriculture industry will begin investing in autonomous robots that can clean fields and remove pests and weeds mechanically. This will reduce the need for pesticides and herbicides, keeping the planet healthier and freeing up human capital for other meaningful contributions. Expect to see new thinking in urban planning offices to account for autonomous vehicles and improve traffic management.

Longer term, AI can help find solutions for reducing carbon emissions and storing carbon, an urgent global challenge.

KARI BRISKI

Vice President of Generative AI Software

A symphony of agents - AI orchestrators: Enterprises are set to have a slew of AI agents, which are semiautonomous, trained models that work a
LINK: https://blogs.nvidia.com/blog/generative-ai-predictions-2025-humanoids...
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 ...

01/06/2026

Dolby Sets the New Standard for Premium Entertainment at CES 2026

January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026 Throughout the week, Dolby brings to life the latest innovatio...

02/05/2026

Dalet Flex LTS Delivers Smarter Search, Faster Editing, and an AI-Ready Foundation for Modern Media

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

01/05/2026

NBCUniversal's Peacock to Be First Streamer to Integrate Dolby's Full Suite of Premium Picture and Sound Innovations

January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...

07/04/2026

NAB 2026: Ikegami USA To Launch Two New Viewfinders, Refine UHD Cameras

Ikegami USA will launch a refinement to the UHK-X700 and UHK-X750 3-CMOS -in. UHD cameras in the UNICAM XE series plus two new 7-in. viewfinders at NAB 2026 in...

07/04/2026

NAB 2026: NAB Leadership Foundation to Host Technology Students Career Mixer

The NAB Leadership Foundation and NAB PILOT will host a career mixer for technology students at NAB Show 2026 on April 18, 5-6:30 p.m., North Hall, Room N225/22...

07/04/2026

Survey: AVoIP Adoption Accelerating, With Interoperability and Security as Key Drivers

Audinate Group Limited and Futuresource Consulting have published results from a...

07/04/2026

NAB 2026: Eluvio Announces Commercial Availability of Content Fabric Bucharest Release

Eluvio has announced the commercial availability of its Content Fabric Bucharest...

07/04/2026

NAB 2026: Eluvio Introduces Inline AI Video Intelligence and Updated EVIE

Eluvio has unveiled a new architecture for video AI and an updated Eluvio Video Intelligence Editor (EVIE) ahead of NAB Show 2026. Eluvio AI runs analysis and i...

07/04/2026

Professional Fighters League Partners With Sky New Zealand for Exclusive Broadcast Rights

The Professional Fighters League (PFL) has announced a deal with Sky New Zealand...

07/04/2026

NBA, Enjoy Basketball' To Produce Live Game Altcast, Enjoy the NBA Trivia Show as Part of New Multi-Platform Collab

The NBA and Enjoy Basketball, the digital media company co-founded by YouTube cr...

07/04/2026

Beyond Golf: PGA of America, Ko-Mar Productions Offer Clients a Customizable Production Studio

The 4,000-sq.-ft. space in Frisco, TX, has produced live and packaged programmin...

07/04/2026

A New POV: RefCam's Rise in the Bundesliga Signals a Potential New Era for Soccer Broadcasts

What began as a referee training tool is evolving into a powerful production ass...

07/04/2026

NAB 2026: Manifold Technologies to Join NEP Platform as Deployable Application

Manifold Technologies will announce at NAB Show 2026 (Booth C.1808) that its manifold CLOUD platform will be available as a deployable application within NEP Pl...

07/04/2026

Shaquille O'Neal and TNT Sports to Launch DUNKMAN Professional Dunk League in Summer 2026

Shaquille O'Neal, Authentic Brands Group, and TNT Sports, in partnership wit...

07/04/2026

NAB 2026: Telos Alliance Unveils Omnia XII Audio Processor

Telos Alliance will debut the Omnia XII, a new FM/HD/DAB audio processor, at NAB Show 2026 in Las Vegas. Built on a 2RU hardware platform, Omnia XII features a...

07/04/2026

NAB 2026: AWS to Showcase AI and Cloud Media Technologies

Amazon Web Services (AWS) will exhibit at NAB Show 2026 (April 18-22, Las Vegas Convention Center, Booth W1701), with demonstrations, speaking sessions, and int...

07/04/2026

NAB 2026: Synamedia to Demonstrate AI by Quortex

Synamedia will demonstrate AI by Quortex at NAB Show 2026, a framework that applies AI capabilities to video workflows on demand rather than continuously. The s...

07/04/2026

NAB 2026: TVNewsCheck Announces 2026 Women in Technology Award Honorees

TVNewsCheck will present its 15th annual Women in Technology Awards on Tuesday, April 21, at 5 p.m. PT at NAB Show, in the Media and Entertainment Theater (W146...

07/04/2026

NAB 2026: Akta to Showcase AI Video Platform

Akta will demonstrate its AI video platform at NAB Show 2026, highlighting new capabilities in media processing and vertical video formatting alongside its exis...

07/04/2026

ESPN Expands to Disney+ in Europe and Select Asia-Pacific Markets

ESPN and Disney have announced the launch of ESPN on Disney in Europe and select Asia-Pacific markets, bringing the offering to 53 countries and territories a...

07/04/2026

Announcing the 2026 Sundance Institute Native Lab Fellows

LOS ANGELES, CA, April 7, 2026 - The nonprofit Sundance Institute announced today the fellows selected for the 2026 Native Lab, the signature initiative of the ...

07/04/2026

Prompted Playlist Levels Up to Include Podcasts, Helping You Explore More Interests and Curiosities

Starting today, Prompted Playlist is expanding beyond music to now include podca...

07/04/2026

VSL release Synchron Harpsichord (Blanchet)

Launched alongside piano promotion The latest instalment in VSL's Synchron Series line-up captures the sound of a faithful copy of a Fran ois tienne Bl...

07/04/2026

Roland announce SPD-SX Pro Version 2.0

Flagship sampling pad gets an update Roland's flagship sampling pad has just received a major update that kits it out with an array of new features and ...

07/04/2026

Sound Devices unveil the Astral Mini Plus

Popular compact wireless system upgraded Sound Devices have recently introduced a new and improved version of their compact wireless transmitter bodypacks, ...

07/04/2026

YEP November 2025 Newsletter

The November 2025 YEP Newsletter highlights a recent YEP Coffee Chat, offering members the chance to connect with industry professionals in an informal setting ...

07/04/2026

YEP December 2025 Newsletter

The December 2025 YEP Newsletter includes a Spotlight on Emily Vail, showcasing her career journey and work in the industry, alongside Mentorship Reflections by...

07/04/2026

US Space Force Selects L3Harris to Strengthen America's Defense with Advanced Space Surveillance

Ground-Based Electro-Optical Deep Space Surveillance (GEODSS) telescope operated...

07/04/2026

Haivision Unveils Makito ONE Live Video Contribution Platform

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

Neutrik To Unveil TRUE1 Data Connector Series At 2026 NAB Show

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

Chris Welcker Deployed Full DPA Arsenal to Record Live Mu...

Catgut Sound Owner and Production Sound Mixer Chris Welcker, CAS, has built a career at the intersection of music and film. A former musician and composer, Welc...

07/04/2026

SDVI Launches Next Generation Rally Platform to Give Medi...

SDVI Corporation today announced the next generation of its Rally media supply chain management platform, introducing a redesigned orchestration engine that rep...

07/04/2026

Avid to Debut Avid Content Core on AWS at 2026 NAB Show

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

Frequency Launches Smarter Ways to Operate Streaming Chan...

Frequency, the engine behind many of the world's leading streaming television channels, at NAB 2026 will be launching new Studio services to help content ow...

07/04/2026

Ikegami to Introduce Expanded Range of Broadcast Producti...

Ikegami USA has chosen NAB 2026 in Las Vegas as the launch platform for new additions to its range of broadcast-quality television production equipment. These w...

07/04/2026

Kiloview Advancing Broadcast IP Workflows with a Smarter...

April 19, 2026, Las Vegas Kiloview, an innovative provider of AV-over-IP technologies, will showcase its latest broadcast IP solutions at NAB 2026, presenting...

07/04/2026

Bitmovin Adds Support for SGAI in its Playback Products t...

Bitmovin has announced support for Server-Guided Ad Insertion (SGAI) across its playback products using HLS interstitials, enabling more advanced ad-supported s...

07/04/2026

Synamedia unveils AI by Quortex - a just-in-time AI-plugi...

Synamedia is unveiling AI by Quortex at The NAB show, a just-in-time AI plugin framework that applies intelligence only when needed across video processing, dis...

07/04/2026

Cuez Brings Four New Innovations to NAB 2026 From Story-C...

Cuez will showcase four additions to its cloud-based newsroom, rundown and automation platform at NAB Show 2026 (April 18 22, Las Vegas, Booth N1867): Cuez ...

07/04/2026

Barix Extends Transport Options for Multi-Engine IP Encoder

Barix Extends Transport Options for Multi-Engine IP Encoder Brie Clayton April 7, 2026 0 Comments New for NAB, Barix adds SRT and RIST support to Mult...

07/04/2026

Elite Media Technologies Selects Interra Systems' BATON File-Based QC Solution

Elite Media Technologies Selects Interra Systems' BATON File-Based QC Soluti...

07/04/2026

Tightrope Media Systems to Debut Cablecast LiveBridge for Simultaneous Streaming at NAB 2026

Tightrope Media Systems to Debut Cablecast LiveBridge for Simultaneous Streaming...

07/04/2026

Cuez Brings Four New Innovations to NAB 2026: From Story-Centric Newsroom to Open AI Agent Framework

Cuez Brings Four New Innovations to NAB 2026: From Story-Centric Newsroom to Ope...

07/04/2026

ASG Names Andrea Cummis VP of Systems Engineering

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

KTVJ Completes Major Signal Upgrade

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

Hearst's WDSU to Air Million Dollar Rodeo Competition

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

Grass Valley Launches Future Playmakers Program

Share Copy link Facebook X Linkedin Bluesky Email...

07/04/2026

Saranyu Technologies Launches MATCH - Multi-View Sports S...

Designed for synchronized multi-stream playback, low-latency delivery, and real-time analytics, MATCH introduces a unified viewing experience for sports broadca...