Mercedes-Benz is marking 140 years of automotive innovation with a brand new S-Class constructed for the AI period, bringing collectively automotive security and NVIDIA’s superior autonomous driving platform to allow a degree 4-ready structure designed for belief.
The brand new S-Class with MB.OS, which shall be geared up with the NVIDIA DRIVE Hyperion structure and full-stack NVIDIA DRIVE OFF L4 software program, is designed to help future robotaxi operations — delivering safety-first autonomy with the NVIDIA Halos system and end-to-end AI and classical driving stacks working in parallel to make sure dependable operation.
The S-Class permits a premium, chauffeur-style autonomous expertise. As a part of NVIDIA’s beforehand introduced partnership with Uberthe businesses will work collectively to make these autonomous autos obtainable to riders by Uber’s mobility community.
It showcases how legacy automakers and AI pioneers can work collectively to construct autos which are safer, smarter and more and more autonomous — with out compromising the excessive requirements of high quality and security clients anticipate.
“Mercedes-Benz has set the usual within the automotive market, constructing vehicles outlined by beautiful craftsmanship and security engineering,” stated Jensen Huang, founder and CEO of NVIDIA, within the above video celebrating the S-Class launch. “5 years in the past, NVIDIA started working with Mercedes-Benz to assist carry that legacy into the AI period.”
L4-Prepared Structure Powered by NVIDIA DRIVE AV
Conventional autonomous driving approaches usually depend on predefined guidelines or discovered responses to acquainted conditions. However real-world driving is full of uncommon and sophisticated edge instances — from unpredictable pedestrian habits and particles to uncommon street situations and aggressive cut-ins.
NVIDIA DRIVE AV gives Mercedes-Benz’s new S-Class with a full-stack automated driving system designed to deal with this lengthy tail of driving situations, whereas remaining anchored to a safety-first structure.
NVIDIA DRIVE AV is skilled at scale on NVIDIA DGX methods and designed to be validated  utilizing high-fidelity simulation with NVIDIA Omniverse NuRec libraries and NVIDIA Cosmos world fashions.
Constructed on NVIDIA’s broader AI basis — together with superior notion, planning and reasoning applied sciences — NVIDIA DRIVE AV is optimized, validated and distilled to run reliably in manufacturing autos, tailor-made to Mercedes-Benz’s automobile platforms and sensor configurations.
NVIDIA DRIVE AV permits the system to research advanced environments — quite than merely reacting to recognized patterns — consider a number of choices and choose the most secure doable final result in actual time.
Variety by Design With NVIDIA DRIVE Hyperion for Actual-World Mobility
For degree 4 autonomy, security will depend on greater than easy redundancy. Automobiles should stay operational within the face of {hardware} faults, sensor degradation and sudden software program habits.
The brand new S-Class shall be constructed on NVIDIA DRIVE Hyperiona reference structure that integrates sensor variety and {hardware} redundancy right into a unified platform, to function a robotaxi.
DRIVE Hyperion is designed based mostly on defense-in-depth rules:
- Redundant compute to assist keep operation if one processing factor fails.
- Multimodal sensor variety — spanning cameras, radar and lidar — to help strong notion.
- Software program stack variety, pairing AI-driven decision-making with a parallel classical security stack to maintain the automobile working inside protected boundaries.
Developed in accordance with NVIDIA Halos security system, NVIDIA DRIVE Hyperion helps remove single factors of failure and gives the muse wanted for L4-ready methods.
This safety-first, resilient platform is principally designed for premium robotaxi and chauffeured mobility companies — enabling dependable, large-scale deployment in real-world environments.
From AI Foundations to Manufacturing-Prepared Autonomy
NVIDIA’s broader AI ecosystem — together with the Nvidia almayo household of open fashions, simulation instruments and datasets for autonomous autos — permits builders and companions to advance autonomous driving analysis and construct their very own driving software program.
Inside NVIDIA DRIVE AV, these AI capabilities are additional refined, optimized and engineered for manufacturing. It ensures dependable operation on automotive-grade {hardware}, with NVIDIA Halos making use of strict security requirements to the AI pipeline, in addition to seamless integration with Mercedes-Benz’s particular sensor and automobile architectures.
This production-grade strategy — combining large-scale coaching, high-fidelity simulation, rigorous security validation and deep system integration — is what permits NVIDIA DRIVE AV to help each degree 2 point-to-point and degree 4-ready automated driving methods in buyer autos.
Constructing on this basis, Mercedes-Benz and NVIDIA are partnering to ship an L4-ready model of the brand new S-Class, bringing superior AI and safety-focused autonomy to the street.
On the core of this work is NVIDIA Alpamayo, which permits autos to drive easily and naturally like a human driver whereas reasoning step-by-step by advanced conditions to decide on the most secure doable motion — since security is paramount.
Bringing Security Engineering Into the Autonomous Driving Period
As AI turns into central to automobile intelligence, the definition of “the most secure automobile” is evolving. Past defending occupants in a crash, trendy autos are more and more designed to assist forestall accidents within the first place.
Constructed on NVIDIA DRIVE Hyperion and full-stack NVIDIA DRIVE AV software program, the next-generation S-Class extends Mercedes-Benz’s long-standing security management into the AI period. Its L4-ready structure combines end-to-end AI with parallel classical driving stacks, delivering predictable, dependable operation by a various, multi-layered system design.
This strategy displays a broader shift towards energetic, clever security — a development already acknowledged by impartial testing, together with the Mercedes-Benz CLA’s designation as Euro NCAP’s Greatest Performer of 2025.
Collectively, Mercedes-Benz and NVIDIA are demonstrating how legacy automakers and AI pioneers can collaborate to ship autos which are safer, smarter and more and more autonomous — with out compromising the craftsmanship, consolation and high quality clients anticipate.
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