# CoreWeave and Wayve: A Multi-Year Deal for the AI Driver

> Wayve will train its AI Driver on Nvidia Blackwell GPUs in CoreWeave Cloud under a multi-year deal. What it covers and what neither firm disclosed.

- Author: Nitish Garg, Founder & CEO, CellCog
- Published: 2026-11-09
- Canonical (HTML): https://cellcog.ai/blog/coreweave-wayve-ai-driver/
- Section: Guides / Choosing a platform
- Publisher: CellCog (https://cellcog.ai), the AI employee platform. Blog index for agents: https://cellcog.ai/blog/llms.txt

## Key points

- CoreWeave announced a multi-year agreement on November 9, 2026: Wayve will train its AI Driver foundation models on CoreWeave Cloud with Nvidia Blackwell GPUs.
- The deal covers training, evaluation and simulation, not just one big training run.
- Neither company disclosed a price, a GPU count or the exact length of the contract.
- Wayve deploys a new model only when it beats the one already on the road, so evaluation compute grows with training compute.
- Wayve is backed by SoftBank, Nvidia and Uber, and Uber rides powered by Wayve run in London with a safety driver on board.

## At a glance

- **What was announced?** A multi-year deal for Wayve to train its AI Driver foundation models on CoreWeave Cloud with Nvidia Blackwell GPUs, covering training, evaluation and simulation.
- **How big is it?** Not disclosed. CoreWeave gave no value, no GPU count and no exact term.
- **Why does it matter?** Physical AI joins language models as a buyer of the newest GPUs, and driving models need constant evaluation before anything ships.

CoreWeave said on November 9, 2026 that Wayve, the London company building an AI Driver for cars and robotaxis, will train its foundation models on CoreWeave Cloud with Nvidia Blackwell GPUs under a multi-year agreement. The [release](https://finance.yahoo.com/technology/ai/articles/coreweave-power-wayves-ai-driver-130000105.html) went out on Business Wire at 8:00 a.m. ET and covers training, evaluation and simulation.

Neither company gave a price, a GPU count or a contract length. Below: what the deal covers, why a driving model is a different kind of training job, and what is still missing.

## What the deal covers

Wayve was already a customer of Weights & Biases, the model tracking tool CoreWeave bought in 2025. Per the release, Wayve "has now scaled into leveraging CoreWeave Cloud", so the same company now holds both its experiment records and its training compute.

![Animated diagram: four stations appear around a loop, driving data from more than 70 countries, training on Nvidia Blackwell GPUs in CoreWeave Cloud, an evaluation where a new model's bar grows past the current model's bar, then a deploy gate that opens only for the better model](https://cellcog.ai/blog/media/coreweave-wayve-ai-driver/flywheel.svg)
*Wayve's data flywheel: collect, train, evaluate, and deploy only what beats the road*

*Table: What the November 9 release says, and what it leaves out*

| Item | Per the release |
|---|---|
| Customer | Wayve, building an AI Driver for automakers and fleets |
| Hardware | Nvidia Blackwell GPUs on CoreWeave Cloud |
| Workloads | Training, evaluation and simulation |
| Training data | Real-world driving collected in more than 70 countries |
| Term | Multi-year, no exact length |
| Value | Not disclosed |
| GPU count | Not disclosed |

## Why a driving model is a different training job

A chatbot that gets worse costs an awkward answer. A driving model that gets worse costs a crash, so every new version has to prove it beats the one already on the road. Wayve's SVP of Engineering, Silvius Rus, describes the loop in the release: "gathering real-world driving experience, training on it, evaluating it, and deploying only what outperforms what is already on the road."

CoreWeave's own post on X puts it more bluntly: "None reaches the road until it beats the one already there." That is why the deal names evaluation and simulation beside training. The compute bill is not one big training run; it is a standing cycle of train, test, compare.

Gavin Jackson, CoreWeave's managing director for EMEA, called it "one of the most demanding physical AI programs in the world" and framed it as part of a larger move: "As AI moves from the screen into the physical world", companies need training, evaluation and simulation built to work together.

## Where Wayve stands

The release names SoftBank Group, Nvidia, Uber and Eclipse Ventures as Wayve's backers. Its AI Driver is mapless and built to run on any vehicle, sold to automakers for assisted driving and to fleets for robotaxis. [Wayve's site](https://wayve.ai/) says Uber rides powered by Wayve are available in London; reporting describes them as supervised, with a safety driver on board.

## What it means for CoreWeave and Nvidia

CoreWeave says it is used by 9 of the 10 leading foundation model providers. Wayve adds a different kind of buyer: physical AI, where the data is video and sensor logs rather than text, and the evaluation never stops.

The news landed on a rough morning for both stocks. When we read Yahoo Finance's page at 8:34 a.m. ET, before the market opened, CoreWeave was down 2.9% and Nvidia down 5.5%, the latter amid its [board's investigation](https://cellcog.ai/blog/nvidia-board-investigation-jensen-huang/) into Jensen Huang. The deal is too small a line in either company's books to explain either move, and neither company gave it a size.

## What this means if you build on AI

- **Physical AI is now a cloud buyer.** Driving and robotics models join language models in the queue for the newest GPUs, as at [Nvidia's AI Day Seoul](https://cellcog.ai/blog/nvidia-ai-day-seoul-korea/).
- **Evaluation is part of the product.** A team that cannot prove a new model beats the old one cannot ship it, so test and simulation compute grows with training compute.
- **Clouds sell the tooling, then the chips.** Wayve started on a tracking tool and grew into training on the same provider, the path CoreWeave bought Weights & Biases for.

## What we are watching

- **A size.** Any value or GPU count in CoreWeave's quarterly reporting.
- **Wayve's next city.** Where its robotaxis go after London, and when the safety driver leaves.
- **Rivals.** Whether other self-driving companies move training to neoclouds, or to chips like [Google's new TPUs](https://cellcog.ai/blog/google-tpu-8tx-8i-max/).

## Sources

- CoreWeave via Business Wire, [CoreWeave to Power Wayve's AI Driver Training in Multi-Year Agreement](https://finance.yahoo.com/technology/ai/articles/coreweave-power-wayves-ai-driver-130000105.html), November 9, 2026
- CoreWeave on X, [announcement post](https://x.com/CoreWeave/status/2119778801617965486), November 9, 2026
- Wayve, [wayve.ai](https://wayve.ai/)

## FAQ

**What is Wayve?**

A London company founded in 2017 that builds a mapless, hardware-agnostic AI Driver for automakers and fleet owners.

**What GPUs will Wayve use?**

Nvidia Blackwell GPUs on CoreWeave Cloud, per the release.

**Was Wayve already a CoreWeave customer?**

It used Weights & Biases, the model tracking tool CoreWeave owns, and has now moved its training onto CoreWeave Cloud too.

**Who backs Wayve?**

The release names SoftBank Group, Nvidia, Uber and Eclipse Ventures.

**Did the deal move CoreWeave stock?**

We cannot say. Shares were down before the market opened on November 9, and the release gave no deal size.

## Related

- [Google TPU 8tx and 8i Max: Four TPUs in One Year](https://cellcog.ai/blog/google-tpu-8tx-8i-max/index.md)
- [Nvidia AI Day Seoul: Korean Chips Join NVLink Fusion](https://cellcog.ai/blog/nvidia-ai-day-seoul-korea/index.md)

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