Riding the Wayve of AV 2.0, Driven by Generative AI

29/05/2024

Generative AI is propelling AV 2.0, a new era in autonomous vehicle technology characterized by large, unified, end-to-end AI models capable of managing various aspects of the vehicle stack, including perception, planning and control.

London-based startup Wayve is pioneering this new era, developing autonomous driving technologies that can be built on NVIDIA DRIVE Orin and its successor NVIDIA DRIVE Thor, which uses the NVIDIA Blackwell GPU architecture designed for transformer, large language model (LLM) and generative AI workloads.

In contrast to AV 1.0's focus on refining a vehicle's perception capabilities using multiple deep neural networks, AV 2.0 calls for comprehensive in-vehicle intelligence to drive decision-making in dynamic, real-world environments.

Wayve, a member of the NVIDIA Inception program for cutting-edge startups, specializes in developing AI foundation models for autonomous driving, equipping vehicles with a robot brain that can learn from and interact with their surroundings.

NVIDIA has been the oxygen of everything that allows us to train AI, said Alex Kendall, cofounder and CEO of Wayve. We train on NVIDIA GPUs, and the software ecosystem NVIDIA provides allows us to iterate quickly - this is what enables us to build billion-parameter models trained on petabytes of data.

Generative AI also plays a key role in Wayve's development process, enabling synthetic data generation so AV makers can use a model's previous experiences to create and simulate novel driving scenarios.

The company is building embodied AI, a set of technologies that integrate advanced AI into vehicles and robots to transform how they respond to and learn from human behavior, enhancing safety.

Wayve recently announced its Series C investment round - with participation from NVIDIA - that will support the development and launch of the first embodied AI products for production vehicles. As Wayve's core AI model advances, these products will enable manufacturers to efficiently upgrade cars to higher levels of driving automation, from L2+ assisted driving to L4 automated driving.

As part of its embodied AI development, Wayve launched GAIA-1, a generative AI model for autonomy that creates realistic driving videos using video, text and action inputs. It also launched LINGO-2, a driving model that links vision, language and action inputs to explain and determine driving behavior.

One of the neat things about generative AI is that it allows you to combine different modes of data seamlessly, Kendall said. You can bring in the knowledge of all the texts, the general purpose reasoning and capabilities that we get from LLMs and apply that reasoning to driving - this is one of the more promising approaches that we know of to be able to get to true generalized autonomy and eventually L5 capabilities on the road.

LINK:	https://blogs.nvidia.com/blog/wayve-generative-ai/...
	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 ...

01/04/2026

DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION

January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION Douyin Users Can Now Create And Share Videos With Stun...

19/03/2026

How Chris Bolte Builds the Sound of PlayStation Games

How Chris Bolte Builds the Sound of PlayStation Games Chris Bolte '16 is a technical sound designer at Sucker Punch Productions, where he helps create the...

18/03/2026

Net Insight Names Larissa GrnerMeeus CPO

Newly named chief product officer (CPO), Larissa G rner Meeus will return to Net Insight on May 4. Larissa G rner Meeus will become CPO of Net Insight on May 4...

18/03/2026

SVG Europe's The Football Summit 2026: Select Sessions Now Available to Watch on SVG PLAY

SVG Europe's The Football Summit 2026 explored how the sports broadcasting i...

18/03/2026

SVG's SportsTech@NABShow Blog Goes Live as Countdown to Vegas Heats Up

The 2026 NAB Show kicks off one month from today and SVG is once again set to cover the show from every angle. SVG's SportsTech@NAB Show Blog is now live - ...

18/03/2026

The Premiere of Dead Lover Showcases Grave Robbing and Sex With a Giant Finger

(L-R) The cast and crew of Dead Lover at The Ray Theater for its premiere at the 2025 Sundance Film Festival. (Photo by Robin Marshall/Shutterstock for Sundan...

18/03/2026

Music Row Piano from Wiltone Productions

Yamaha C7 captured in Nashville Wiltone Productions have announced the release of Music Row Piano, a deeply sampled Yamaha C7 piano library that's been ...

18/03/2026

Techivation introduce T-Warmer Mk2

Bass-enhancement plug-in upgraded Along with a steady stream of new releases, Techivation have recently been revisiting some of the older plug-ins in their ...

18/03/2026

Tonal Balance Control 3 from iZotope

Mix-reference plug-in overhauled iZotope's powerful mix-referencing plug-in has just reached its third major version, and now boasts a new capture proce...

18/03/2026

Toontrack Transistor Organ EKX

Latest EZKeys 2 expansion arrives Toontrack's staggering collection of EZKeys 2 expansions has grown once again, and the latest instalment delivers a on...

18/03/2026

Jess Ho explores the politics of food in new SBS Audio podcast For The Culture

Jess Ho explores the politics of food in new SBS Audio podcast For The Culture 18 March, 2026 Media releases New SBS Audio podcast For The Culture, hosted ...

18/03/2026

Future-ready broadcasts with ATSC 3.0 and enhanced services from Rohde & Schwarz at NAB 2026

Future-ready broadcasts with ATSC 3.0 and enhanced services from Rohde & Schwarz...

18/03/2026

LCTWS 2026

London Calling - When The Industry Convened to Help Streaming Find its MoJo In this blog, Laura Rognoni reflects on key discussions from the Connected TV World...

18/03/2026

SMPTE Unveils 2026 NAB Show Educational Presentations

SMPTE Unveils 2026 NAB Show Educational Presentations Brie Clayton March 18, 2026 0 Comments SMPTE , the home of media professionals, technologists, a...

18/03/2026

Auditel Ad Campaign Shot on Blackmagic PYXIS 12K

Auditel Ad Campaign Shot on Blackmagic PYXIS 12K Brie Clayton March 18, 2026 0 Comments LED wall virtual production blends 12K open gate acquisition w...

18/03/2026