Aptiv, a global technology firm, has announced its Gen 8 radar technology, designed to meet the demands of advanced driver-assistance systems (ADAS). The radars, powered by Aptiv’s antenna and silicon design, deliver the performance and resolution needed to support Artificial Intelligence (AI) and Machine Learning (ML)–driven ADAS functions.

The Gen 8 radars are intended to allow hands-free driving in complex city environments, providing perception at a lower cost. Both front-facing and corner radar units represent a step forward in how vehicles sense their surroundings, offering reliable performance across real-world conditions.

The same core technology also powers the new Aptiv PULSE Sensor, a solution that combines radar and camera data to improve perception around the vehicle. By integrating ultra short-range capability with a surround-view camera, PULSE is claimed to be able to replace up to four ultrasonic sensors, improving detection accuracy while reducing system complexity and cost for vehicle manufacturers.

Javed Khan, Executive Vice-President and President of Software, Advanced Safety and User Experience, Aptiv, said, “Aptiv pioneered radar technology in production vehicles more than two decades ago, and today, we’re once again setting the pace. Our Gen 8 Radars mark a major step forward in the journey toward intelligent, software-defined vehicles – delivering all-weather reliability, 4D perception and deep environmental awareness that enable global automakers to safely and cost-effectively scale to higher levels of automation.”

Backed by over 25 years of radar technology experience, Aptiv’s Gen 8 radars use proprietary software and hardware, introducing improvements in performance for a broader range of driving solutions across challenging weather and lighting. The radars enable new driving scenarios – such as Navigation on Autopilot (NOA) – in complex environments like city streets and car parks, due to an expanded field of view.

The key features of Aptiv’s Gen 8 radar technology include –

• Forward Radar: Offers long-range detection beyond 300 metres with fine 4D angular resolution, allowing improved classification of static objects. This system delivers a 30 percent performance increase and doubles the vertical field of view compared to its predecessor.
• Dual-Mode Corner Radar: Improves the range performance of the previous generation by increasing the vertical field of view’s (FOV) resolution, providing capability in close-range, low-speed scenarios such as frontal automatic emergency braking (AEB) and automated parking. Compared to the prior generation, horizontal discrimination improved by 25 percent and vertical discrimination is now possible.

The Gen 8 radars aim to deliver detection, precision and adaptability. Aptiv claims it offers scalable solutions, including a large increase in object detection count and superior accuracy for target detection and tracking, even in high dynamic range environments. It also supports AI-powered systems by delivering high-quality sensor data to machine learning models.

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French technology company Valeo and NATIX Network have announced a partnership to develop a multi-camera World Foundation Model (WFM). The project combines Valeo’s research in artificial intelligence and generative modelling with NATIX’s decentralised physical infrastructure network (DePIN) to create an open-source platform for autonomous driving and robotics.

The initiative aims to move beyond perception-based models by creating a system capable of predicting future states and reasoning about physical interactions in a four-dimensional environment. The model will be trained using NATIX’s data network, which has collected 600,000 hours of video data across the US, Europe and Asia over seven months. This data provides the multi-camera inputs necessary for the spatial perception required by autonomous vehicles and robots.

The partnership builds upon Valeo’s existing open-source frameworks, VaViM (Video Autoregressive Model) and VaVAM (Video-Action Model). While these frameworks were previously trained primarily on front-camera datasets, the integration of NATIX’s multi-camera network expands the AI’s field of vision to 360 degrees.

Under the open-source framework, the partners will release models, datasets and training tools. This approach is intended to allow the research community to fine-tune models and benchmark physical AI across various driving conditions and geographic regions. The collaboration seeks to accelerate the deployment of end-to-end AI models by learning from real-world edge cases captured by vehicles in operation.

Marc Vrecko, Chief Executive Officer, Valeo’s Brain Division, said, “Since our creation in 2018, Valeo’s AI research center has been at the forefront of AI research in the automotive industry, especially in the fields of assisted and autonomous driving. Our goal has always been to advance mobility intelligence safely and responsibly. By combining Valeo’s generative world modeling research expertise with NATIX’s global multi-camera data, we are accelerating both the quality and the accessibility of next-generation end-to-end AI models, enabling the research community to build upon strong open models.”

Alireza Ghods, CEO and Co-Founder, NATIX, added, “WFMs are a once-in-a-generation opportunity — similar to the rise of LLMs in 2017–2020. The teams that build the first scalable world models will define the foundation of the next AI wave: Physical AIs. With our distributed multi-camera network, NATIX has a clear advantage of being able to move faster than large OEMs.”

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Tata Technologies has announced the completion of the 3^rd edition of its innovation hackathon, InnoVent 2026, supported by Amazon Web Services (AWS). The initiative invited engineering students to develop solutions for mobility challenges in the automotive and manufacturing sectors. The programme received participation from 10,247 students across 404 colleges in India, resulting in 2,822 projects.

The competition focused on the theme of intelligence-driven mobility for the year 2030. Participants received over 650 hours of mentoring and training from subject matter experts to convert their concepts into prototypes. The top 10 teams presented their work at the company's Hinjewadi campus in Pune before a jury of industry leaders from Jaguar Land Rover, Air India and ES-Tec Group.

Team Drushti from CMR College of Engineering & Technology, Hyderabad, secured the first prize of INR 300,000 for a system that customises vehicle infotainment for visually impaired drivers. Second place went to Team The T-Factor from Vellore Institute of Technology, Chennai, for an AI-based breakdown prevention system. Team SwarmSync from the International Institute of Information Technology (I²IT), Pune, took third place for an intelligent fleet management solution using V2X communication.

Tata Technologies offered career opportunities to all 42 finalists involved in the top projects. Furthermore, all participants were granted one-year access to the iGETIT learning platform to study emerging technologies. The finalist projects covered areas such as blockchain for vehicle security, wireless charging for electric vehicles, and AI-led battery monitoring.

The event featured a humanoid robot that performed roles such as coordinating panel discussions and interacting with attendees. A panel of industry experts discussed the global demand for engineering talent and the impact of technology on future mobility.

Warren Harris, MD & CEO, Tata Technologies, said, "InnoVent at Tata Technologies represents our conviction that the future is shaped by those who combine engineering excellence with human purpose to engineer a better world".

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Kia India has announced the re-launch of its Kia Inspiring Drive (K.I.D) Program, debuting alongside the New Kia Seltos. The initiative is a driving score system designed to monitor real-time behaviour and provide insights into habits. Accessed via the Kia Connect app, the programme will be rolled out across the company’s connected vehicle portfolio in phases.

The K.I.D score is calculated using a three-month rolling average based on parameters including rapid acceleration, rapid deceleration and sudden starts. To ensure data accuracy, the system applies a weighted value based on the specific vehicle. This methodology aims to reflect long-term driving patterns rather than isolated incidents.

The programme incorporates community-based leaderboards, allowing owners to compare scores and track their standing within the Kia community. By turning road safety into an interactive experience, the manufacturer intends to encourage responsible driving through recognition and competition.

The behaviour-based scoring system provides data to help users understand the impact of their habits on road safety. Kia is supporting the re-launch with a digital and press campaign to increase awareness among its customer base.

Atul Sood, Senior Vice-President – Marketing & Sales, Kia India, said, “Safety remains at the core of Kia’s philosophy, and with the re-launch of the Kia Inspiring Drive program alongside the New Seltos, we are taking another meaningful step towards encouraging responsible driving behaviour. By offering customers clear, data-driven insights into their driving patterns, the KID program empowers them to make safer choices on the road, while also enhancing their overall ownership experience.”

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HARMAN has partnered with Tata Motors Passenger Vehicles (TMPVL) to provide the in-cabin technology for the all-new Tata Sierra. The collaboration introduces 5G-ready connectivity and a multi-speaker audio system to the SUV, marking an expansion of the 12-year relationship between the two companies.

The vehicle features HARMAN Ready Connect, a suite of telematics control units (TCUs) manufactured at HARMAN’s facility in Pune. The system utilises a modular network access device architecture, allowing for a transition from 4G to 5G technology. It supports safety functions such as emergency calling, stolen-vehicle tracking and roadside assistance, alongside productivity features like video conferencing and high-definition streaming.

The interior includes a Horizon View Display and a digital instrument cluster powered by HARMAN’s infotainment architecture. The system supports gaming with joystick compatibility and features a Ready Link Marketplace, which allows users to download third-party Android applications.

For driver assistance, the Sierra incorporates a Surround View System (SVS) and 4sight Blind-Spot Monitoring. Navigation is provided through a native mapping solution from MapmyIndia. The cabin experience also includes ‘Relax Mode’ for sensory visuals and 'Silent Mode' to mute non-regulatory alerts.

The SUV introduces a 12-speaker JBL audio system, which includes an enclosed subwoofer and a soundbar. This configuration supports Dolby Atmos and represents a first for an Indian manufacturer. The integration of these components is intended to provide a multi-dimensional sound profile tailored to the vehicle's cabin.

By localising the production of the telematics hardware in India, HARMAN aims to provide TMPVL with greater supply-chain agility and shorter development cycles. The ‘Make-in-India’ initiative for Ready Connect ensures the technology is adapted to local driving conditions and consumer requirements.

Suman Sehra, VP, Portfolio Management, Connectivity at HARMAN International, said, “HARMAN Ready Connect represents the shift toward software-defined, experience-led mobility, and the new Tata Sierra is a perfect expression of that evolution. By collaborating closely with TMPV’s R&D team, we focused on value co-creation and delivered a platform that brings high-performance connectivity, scalable architecture, and future-ready digital services to support the connected digital life.”

Mohan Savarkar, Chief Product Officer, Tata Motors Passenger Vehicles, added, “With the Sierra, our focus was to create a cabin experience that feels as advanced and intuitive as the world our customers live in. Connectivity, digital interfaces and audio are no longer add-ons—they define how people engage with their vehicle every day. Our collaboration with HARMAN enables us to deliver a future-ready architecture, immersive in-cabin experiences and premium audio.”

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