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Predicting Trajectories with Latency Awareness: A Breakthrough in Real-Time Science

Predicting Trajectories with Latency Awareness: A Breakthrough in Real-Time Science | The Revolution Of The Car Industry | Scoop.it

Trajectory prediction is critical for autonomous vehicles, allowing them to anticipate the future movements of other agents on the road to ensure safety and smooth navigation. Traditional methods operate under the assumption of zero latency—an idealized scenario where predictions are made instantaneously without delay. However, in practical autonomous driving systems, latency is unavoidable due to the time required for data sensing, processing, and prediction calculations. The conventional oversight of this latency leads to predictions that are already outdated the moment they are generated, resulting in reduced accuracy and potential safety risks.

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April 26, 1:58 PM
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Uber et Pony.ai lancent à l’essai un service de robotaxis destiné au marché européen

Uber et Pony.ai lancent à l’essai un service de robotaxis destiné au marché européen | The Revolution Of The Car Industry | Scoop.it

Uber et la start-up Pony.ai lancent des essais de voitures autonomes destinées au marché européen. Ce partenariat vise à explorer le potentiel des robotaxis sur le continent, une étape stratégique pour l’essor de la mobilité sans conducteur en Europe.

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April 26, 1:56 PM
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Robotaxis : Wayve accélère avec 1,2 milliard et vise Londres puis Tokyo

Robotaxis : Wayve accélère avec 1,2 milliard et vise Londres puis Tokyo | The Revolution Of The Car Industry | Scoop.it

La singularité technologique de Wayve réside dans sa pile logicielle « AV2.0 », qui s’appuie sur un modèle d’IA généralisée end-to-end. Contrairement aux approches classiques (architecture « sense-plan-act »), l’algorithme de conduite autonome traite directement les données brutes des capteurs (caméras, radars, voire LiDAR) pour piloter le véhicule. Concrètement, cela permet à un robotaxi équipé du système Wayve d’apprendre à circuler dans des environnements urbains variés sans recourir systématiquement à des cartes HD ou à une phase d’entraînement longue et locale.

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April 18, 5:29 AM
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Stellantis et Microsoft : un accord de 5 ans pour accélérer l’IA

Stellantis et Microsoft : un accord de 5 ans pour accélérer l’IA | The Revolution Of The Car Industry | Scoop.it

Stellantis et Microsoft annoncent une collaboration stratégique de cinq ans visant à accélérer la transformation numérique du groupe automobile. Co-développement de plus de 100 initiatives d’intelligence artificielle, renforcement de la cybersécurité, modernisation de l’infrastructure cloud avec un objectif de réduction de 60 % de l’empreinte des data centers d’ici 2029 : l’accord couvre l’ensemble de la chaîne de valeur du groupe, de l’ingénierie à l’expérience client.

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April 18, 4:25 AM
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Nissan Charts a New Course: Embracing Hybrids and AI for Future Success

Nissan Charts a New Course: Embracing Hybrids and AI for Future Success | The Revolution Of The Car Industry | Scoop.it

 Nissan has unveiled its ambitious future product strategy, as detailed by automotive journalist Alisa Priddle, on April 14, 2026. This plan highlights a transformative approach for the company, focusing on enhancing its global  vehicle lineup with a greater emphasis on hybrid technology, reducing the number of models offered, and integrating advanced artificial intelligence (AI) solutions into its operations. These strategic shifts are designed to position Nissan favorably amid the evolving landscape of the automotive sector.

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April 18, 4:23 AM
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Predicting Trajectories with Latency Awareness: A Breakthrough in Real-Time Science

Predicting Trajectories with Latency Awareness: A Breakthrough in Real-Time Science | The Revolution Of The Car Industry | Scoop.it

Trajectory prediction is critical for autonomous vehicles, allowing them to anticipate the future movements of other agents on the road to ensure safety and smooth navigation. Traditional methods operate under the assumption of zero latency—an idealized scenario where predictions are made instantaneously without delay. However, in practical autonomous driving systems, latency is unavoidable due to the time required for data sensing, processing, and prediction calculations. The conventional oversight of this latency leads to predictions that are already outdated the moment they are generated, resulting in reduced accuracy and potential safety risks.

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April 18, 4:22 AM
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Personnalité Automobile de l'Année : Christophe Périllat décroche le trophée

Personnalité Automobile de l'Année : Christophe Périllat décroche le trophée | The Revolution Of The Car Industry | Scoop.it

Le 15 avril 2026, Le Journal de l’Automobile a remis le titre de Personnalité Automobile de l’Année 2025 au directeur général de Valeo. Cette cérémonie a rassemblé les grands acteurs de la filière à la Maison de la Chimie, à Paris, pour saluer le rôle central de Christophe Périllat dans la transformation de l’industrie européenne et son engagement en faveur d’une politique industrielle ambitieuse.

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April 16, 5:13 AM
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Pourquoi les ingénieurs automobile européens vivent des temps difficiles

Sale temps pour les ingénieurs dans l'automobile. Alors que Stellantis a prévenu vendredi de son intention de supprimer 650 postes dans le centre de développement d'Opel à Rüsselsheim (Allemagne), Renault va dans le même temps sortir la serpe dans ses équipes, avec une réduction de 15 % à 20 % dans les deux ans à venir, ce qui représente de 1.600 à 2.400 postes en moins dans le monde. Deux annonces concomitantes qui soulignent à quel point les ingénieries du secteur, en particulier en Europe, sont sous pression. La tendance ne date pas d'hier. Il y a trois ans, Ford Europe a engagé une réduction de 3.600 postes dans sa R&D en Allemagne et au Royaume-Uni. L'année suivante, l'équipementier Forvia a enclenché un plan de restructuration portant sur 10.000 emplois dans le monde d'ici à 2028, en ciblant plus particulièrement les fonctions support et recherche-développement. Le groupe Volkswagen, de son côté, prévoit de supprimer 50.000 emplois en Allemagne d'ici à 2030, et si la direction n'a pas pour l'instant fourni de chiffres plus précis, l'ingénierie ne sera à coup sûr pas épargnée.

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April 16, 5:07 AM
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Renault annonce une baisse drastique de ses effectifs d'ingénieurs

Un mois après la présentation du nouveau plan stratégique, c'est la soupe à la grimace pour les syndicats et les salariés de Renault. La direction du constructeur a annoncé vendredi à l'occasion d'un comité de groupe que 15 % à 20 % des postes de l'ingénierie seraient supprimés dans les deux ans à venir au niveau mondial.
Selon des chiffres fournis par l'entreprise, Renault compte aujourd'hui près de 12.000 ingénieurs dans ses effectifs, dont la moitié hors de France. Le groupe compte également des centres d'ingénierie (des RTX dans le langage interne) en Roumanie, en Corée du Sud, en Inde, ou encore au Brésil et au Maroc.

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April 16, 5:06 AM
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Stellantis va arrêter de construire des voitures à Poissy, l'automobile française n'aura bientôt plus d'usine d'assemblage en Ile-de-France

L'usine, ouverte en 1937 par Ford, fut le haut lieu de Simca avant d'être reprise par PSA à la fin des années 1970, lorsqu'elle employait près de 27.000 salariés. Elle ne fermera pas ses portes pour autant. D'une part car elle accueillera toujours le « Green Campus » dédié à la R&D, aux fonctions support et aux activités de siège de Stellantis en France. D'autre part car le groupe va y localiser une palette d'activités pour « se consacrer aux différentes vies des véhicules », a-t-il indiqué. Pour cela, une enveloppe approchant les 100 millions d'euros sera mobilisée.

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April 8, 4:23 PM
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Volkswagen begins testing its self-driving microbuses in Los Angeles ahead of launch with Uber

Volkswagen begins testing its self-driving microbuses in Los Angeles ahead of launch with Uber | The Revolution Of The Car Industry | Scoop.it

A year ago, MOIA America and Uber unveiled an ambitious plan to launch a commercial robotaxi service — using autonomous versions of Volkswagen’s electric ID. Buzz minivan — in multiple U.S. cities over the next decade. Los Angeles is the first city on that list.
Testing will start in the next few weeks with about 10 autonomous ID. Buzz vehicles in Los Angeles, according to the company. The production version of the driverless vehicle seats four people.

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April 8, 4:22 PM
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Alphabet Climbs 4% on Waymo's Nashville Expansion: The Self-Driving Bet Is Starting to Pay Off

Alphabet Climbs 4% on Waymo's Nashville Expansion: The Self-Driving Bet Is Starting to Pay Off | The Revolution Of The Car Industry | Scoop.it

The catalyst is Waymo’s launch in Nashville, Tennessee, adding another city to a commercial robotaxi footprint that already includes San Francisco, Los Angeles, Phoenix, and Austin. For investors who have watched Alphabet pour billions into its self-driving bet for years, Nashville is more than a new pin on a map. It’s evidence that the commercial rollout is accelerating.

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April 8, 4:22 PM
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A self-driving car in Austin killed a mother duck, sparking neighborhood outrage

A self-driving car in Austin killed a mother duck, sparking neighborhood outrage | The Revolution Of The Car Industry | Scoop.it

While humans are responsible for killing animals with their cars all the time, this incident has brought negative attention to the new technology. Local media picked up on the duck incident after a resident posted in a Mueller neighborhood Facebook group that an Avride autonomous vehicle (with a human safety operator behind the wheel) ran over and killed a duck, and did not stop afterwards. “It didn’t slow down or hesitate at all, just steamrolled through,” the post, which KXAN reported on, reads.

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April 4, 12:38 PM
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Baidu robotaxi outage in Wuhan caused by 'system failure', police say

Baidu robotaxi outage in Wuhan caused by 'system failure', police say | The Revolution Of The Car Industry | Scoop.it

A "system failure" caused a robotaxi outage involving multiple vehicles operated by Baidu's Apollo Go ​in central Chinese city of Wuhan, local police said on Wednesday, ‌re-igniting safety concerns over the fast-growing service.
Police received reports late on Tuesday that numerous Apollo Go cars had stopped in the middle of roads and were unable to move, ​according to an official statement.

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March 22, 7:13 AM
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NVIDIA s’allie à Bolt pour déployer des robotaxis en Europe

NVIDIA s’allie à Bolt pour déployer des robotaxis en Europe | The Revolution Of The Car Industry | Scoop.it

Depuis l’annonce de leur collaboration lors du GTC 2026, NVIDIA et Bolt ambitionnent de transformer la mobilité urbaine européenne. À travers ce partenariat, la société de VTC accède à une panoplie d’outils d’intelligence artificielle et de calcul haute performance signés NVIDIA. De son côté, le géant américain met la main sur un flux conséquent de données issues des trajets réalisés par les véhicules Bolt, un atout non négligeable pour faire progresser ses propres modèles.

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March 22, 7:10 AM
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MWC : l’IA de CaixaBank redéfinit le parcours d’achat automobile

MWC : l’IA de CaixaBank redéfinit le parcours d’achat automobile | The Revolution Of The Car Industry | Scoop.it

Derrière ces avancées se dessine une nouvelle donne : celle d’une clientèle plus autonome, capable de résoudre ses problématiques sans solliciter systématiquement un interlocuteur humain. Selon les chiffres avancés par CaixaBank, cette évolution pourrait augmenter jusqu’à 40 % la fidélisation des clients et réduire de 28 % les abandons lors du processus d’achat. Ainsi, c’est tout le modèle du commerce qui se trouve réorienté vers davantage de personnalisation, d’efficacité et surtout, un recentrage permanent sur les véritables attentes du client.

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March 17, 6:54 AM
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Wow. T-Mobile and NVIDIA launches a "Robotic AI RAN"

Wow. T-Mobile and NVIDIA launches a "Robotic AI RAN" | The Revolution Of The Car Industry | Scoop.it

I’m not exaggerating: “Robotic AI Radio” is the exact phrase Jensen used during GTC 2026. What we are witnessing is a fundamental rewiring of how the world computes, and this groundbreaking development was showcased alongside 120 different robots at GTC 2026 today. This deployment is the first fruit of the partnership between Nokia and NVIDIA for building their Aerial RAN product. It is a massive architectural shift that incorporates GPUs directly into the RAN (Radio Access Network) for two critical purposes: improving RF signal processing and, crucially, enabling physical AI inference right at the edge. Although we are really early in the game, it is abundantly clear that AI has left the central datacenters and training labs. It is now all about the physical world and inference, where telcos can play a big role.

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March 16, 5:58 AM
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Uber And Motional Launch Commercial Robotaxi Service in Las Vegas

Uber And Motional Launch Commercial Robotaxi Service in Las Vegas | The Revolution Of The Car Industry | Scoop.it

Uber has already partnered with major players in the space, including Baidu, Amazon’s Zoox, Nissan and British startup Wayve, and said it will invest more than $100 million to develop autonomous vehicle charging hubs as the sector races to commercialize driverless mobility at scale.

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March 6, 10:47 AM
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Coup de frein sur les voitures électriques : le grand « reset » de Stellantis qui annonce 22 milliards de charges exceptionnelles

Coup de frein sur les voitures électriques : le grand « reset » de Stellantis qui annonce 22 milliards de charges exceptionnelles | The Revolution Of The Car Industry | Scoop.it

Le constructeur fait le ménage dans ses comptes et acte son coup de frein dans le tout-électrique. Tout comme Ford ou General Motors avant lui… Le titre a plongé de 25% à la Bourse de Paris.

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February 19, 8:45 AM
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China's new battery achieves fire, electricity separation for safer EVs

China's new battery achieves fire, electricity separation for safer EVs | The Revolution Of The Car Industry | Scoop.it

The technology physically separates the terminals (electricity) from the pressure relief channels (fire). In essence, the pathways that carry electricity are isolated from the routes designed to vent heat, flames and gases during a failure. The design is intended to manage thermal runaway, a dangerous chain reaction in lithium-ion (Li-ion) batteries where rising heat overwhelms the cooling system and can lead to fire. Keeping these two systems apart also blocks hot gases from spreading toward the passenger cabin in the event of a battery malfunction.

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February 16, 4:52 AM
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Chinese automakers want to come to US. They could be here fairly soon

Chinese automakers want to come to US. They could be here fairly soon | The Revolution Of The Car Industry | Scoop.it

Chinese car companies make more vehicles than anyone else on Earth and export more as well. But high tariffs and hostile US-China trade relations have kept them out of the American market.
That’s likely to change, according to experts, with Chinese autos hitting US showrooms in the next five to 10 years.

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February 15, 6:43 AM
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How Supports the Automotive and Mobility Ecosystem

How Supports the Automotive and Mobility Ecosystem | The Revolution Of The Car Industry | Scoop.it

UL Solutions provides expertise and services across the product life cycle addressing contemporary challenges of the automotive and mobility ecosystem, from vehicle safety and quality to clean mobility, more secure connectivity and platform innovation. We help organizations with software reliability, modular architecture, compliant development processes, functional safety, electric vehicle (EV) compliance and more, so they can deliver safer, more sustainable and software-defined mobility.

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February 14, 2:11 PM
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Beginning fully autonomous operations with the 6th-generation Waymo Driver

Beginning fully autonomous operations with the 6th-generation Waymo Driver | The Revolution Of The Car Industry | Scoop.it

Waymo will begin fully autonomous operations with its 6th-generation Driver —an important step in bringing our technology to more riders in more cities. This latest system serves as the primary engine for our next era of expansion, with a streamlined configuration that drives down costs while maintaining our uncompromising safety standards. Designed for long-term growth across multiple vehicle platforms, this system’s expanded capabilities allow us to safely broaden our footprint into more diverse environments, including those with extreme winter weather, at an even greater scale.

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February 14, 1:52 PM
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Waymo Cuts the Cord: How Google's Robotaxi Unit Is Betting Its Future on a Fully Driverless 6th-Generation Fleet

Waymo Cuts the Cord: How Google's Robotaxi Unit Is Betting Its Future on a Fully Driverless 6th-Generation Fleet | The Revolution Of The Car Industry | Scoop.it

Waymo announces its sixth-generation autonomous driving technology will eliminate steering wheels and pedals entirely, deploying purpose-built robotaxis with Geely in a bold move that could reshape transportation economics and accelerate the driverless future.

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February 14, 1:51 PM
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L'industrie automobile française a perdu un tiers de ses emplois en treize ans

L'industrie automobile française a perdu un tiers de ses emplois en treize ans | The Revolution Of The Car Industry | Scoop.it

Entre délocalisations et mutations industrielles, l'industrie automobile française a perdu près de 139 000 emplois entre 2010 et 2023. Une hémorragie qui frappe toute la filière, des constructeurs aux sous-traitants, et pose la question de l'avenir d'un secteur autrefois pilier de l'économie hexagonale.

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February 14, 1:49 PM
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Radio waves could help driverless cars see around corners

Radio waves could help driverless cars see around corners | The Revolution Of The Car Industry | Scoop.it

In late January, an Alphabet-owned Waymo self-driving car was cruising near an elementary school in Santa Monica, California, when a young child suddenly darted into the street. Waymo’s LiDAR sensors detected the student, who had just emerged from behind a parked SUV, but it was too late. Despite slamming on the brakes and slowing from 17 to six mph, the driverless car struck the child, knocking them to the pavement. Luckily, reports show that the child only suffered minor injuries, but that’s likely little comfort to parents whose children live in the growing number of cities where driverless cars operate.

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BEEYOND is a consulting company in the field of disruptive innovation, accompanying established companies on out-of-the-core growth strategy, from creation of new concepts to product launch. Reach us at: contact@beeyond.fr.