Helm.ai Introduces Full HD Generative Simulation Models To Address Autonomous Vehicle Data Constraints

Helm.ai

Artificial intelligence software developer Helm.ai has launched two foundation models, GenSim-3 and VidGen-3, establishing a native Full HD (1920x1080) resolution standard for generative simulation across a 6-camera, 360-degree surround-view suite.

The architecture delivers 5x the pixel density of industry benchmarks to assist automotive developers facing the limitation where physical collection of edge cases becomes logistically restrictive.

Traditional generative world models typically cap resolution at roughly 0.4 megapixels per camera. Helm.ai’s platform outputs a native 2 megapixels per camera, yielding a synchronised 12-megapixel synthetic canvas per timestep. This specification matches the hardware parameters of production-grade vehicle cameras to reduce the domain gap for SAE Level 2 through Level 4 autonomous vehicle development.

The platform functions as a virtual sensor twin by mathematically replicating physical constraints and hardware anomalies, including lens flares, sensor banding patterns, and exposure blinding. To accommodate different neural network training routines, the pipeline can be configured to a high-speed validation mode using a three-camera setup at 30 frames per second, or a spatial context mode generating a six-camera surround view at 5 frames per second.

Data generation is split into two operational pipelines. GenSim-3 focuses on data augmentation by modifying environmental parameters such as weather, lighting, and object surfaces across real-world video segments at native 2MP resolution. VidGen-3 focuses on data creation, synthesising driving sequences from scratch by simulating environments, agent behaviours, and traffic logic without baseline video to patch geographic data gaps.

Helm.ai achieved the 2MP standard using a cluster of a few hundred GPUs rather than the thousands typically required for sub-HD video generation. This framework reduces the GPU infrastructure footprint for vehicle manufacturers and provides a method for compressing autonomous driving software onto mass-market on-vehicle compute chips.

Vladislav Voroninski, CEO and Founder, Helm.ai, said, "We are moving the industry from standard 'AI video' to authentic, hardware-accurate sensor emulation. By leading with a Full HD (2MP) standard and a 12-megapixel total aggregate capability per timestep, we have solved the resolution bottleneck that has historically limited the utility of generative AI in safety-critical systems. By optimising our compute architecture, we are giving our partners a high-performance platform to validate their autonomous stacks using synthetic data that perfectly matches the fidelity of their actual production sensors."

Tata Elxsi Clocks INR 1.7 Billion Net Profit In Q1 FY2027

Tata Elxsi

Tata Elxsi, a leading design and technology solutions company, has announced its financial results for Q1 FY2027, reporting operating revenue of INR 10.21 billion, up 2.8 percent over the previous quarter and 14.5 percent YoY.

For Q1 FY2027, the company’s EBITDA came at INR 2.16 billion with a margin of 21.2 percent and a profit after tax (PAT) of INR 1.7 billion, up 18.2 percent YoY.

The company’s revenue from the transportation segment grew 13.3 percent YoY, supported by engagements in off-road and aerospace segments. Automotive OEM revenue now accounts for 78 percent of the division's total revenue. The media & communications segment revenue grew 22.2 percent YoY, while healthcare and life sciences clocked 1.7 percent growth QoQ.

Manoj Raghavan, CEO and Managing Director, Tata Elxsi, said, “For the quarter, Tata Elxsi delivered a healthy performance with growth in our two primary verticals, supported by strong deal execution and continued momentum in large strategic engagements. We also crossed a key milestone of reporting operating revenue of more than Rs. 1,000 crores in the current quarter. The performance in the quarter reflects the strength and increasing relevance of our design-led and AI-enabled engineering capabilities in our chosen industries.”

“FY2027 marks a year of future focus for the company, as we prepare and equip ourselves for a world reshaped by AI. We are making targeted investments in specialized talent, AI powered platforms, tools and infrastructure, to pivot to a Domain + AI future. These investments are enhancing customer value creation with tangible outcomes and opening new avenues for growth and positioning us for the year and decade ahead,” he concluded.

BYD Group Debuts 8 Models At 2026 Goodwood Festival of Speed, Flash Charging Tech Too

BYD

Chinese automotive major BYD Group showcased eight model debuts at the 2026 Goodwood Festival of Speed, where it occupied a 2,016 square metre stand. The display featured vehicles from the BYD, DENZA and YANGWANG brands, with several models participating in the hillclimb event.

At the event, BYD introduced the DOLPHIN G DM-i, a supermini featuring Dual Mode Super Hybrid technology that pairs an electric motor with a 1.5-litre petrol engine. The manufacturer also presented the SHARK pickup, which produces 436PS and accelerates from 0-62mph (0-100 kmph) in 5.7 seconds.

DENZA unveiled the Z sports car, a coupe with 1604PS and a top speed of 217mph (350 kmph), which was presented by Stella Li and 2009 Formula 1 World Champion Jenson Button. The brand also displayed the BAO 5 SUV, which incorporates DMO (Dual Mode Off-road) technology. Additionally, DENZA demonstrated charging speeds of up to 1,500kW, allowing vehicles to charge from 10-70 percent in five minutes.

YANGWANG exhibited the U9 Xtreme, a production car with a top speed of 308.3mph (496 kmph) and a 1200V powertrain. The brand also displayed the U8L SUV and the U7 saloon.

Stella Li, Executive Vice President, BYD, said, "It's been an exciting privilege to play such a central role at this year's Goodwood Festival of Speed. Our stand has been the focal point for thousands of visitors, who've been able to explore a host of new models – our incredible DENZA Z and DENZA BAO 5, as well as the BYD SHARK and, for the first time in the UK, the DOLPHIN G DM-i. We've really enjoyed meeting car enthusiasts from around the world, and it's been a particular thrill to see our cars, such as the YANGWANG U9X, going up the iconic hillclimb. Goodwood really is a global centrepiece for car culture, and we're delighted to have been able to show how our new-energy technologies are creating advances in sustainable mobility around the world."

IVECO and PETRONAS Lubricants International Renew Strategic Partnership

IVECO - PETRONAS Lubricants International

European commercial vehicle major IVECO and PETRONAS Lubricants International (PLI) have renewed their strategic partnership for five years, extending the agreement through 2032.

The collaboration continues the supply and joint engineering of lubricants for IVECO’s vehicle portfolio in Europe, including engine oils, transmission fluids, brake fluids and coolants.

The partnership focuses on the development of IVECO URANIA engine oils and IVECO TUTELA technical fluids. These products are recommended by IVECO and result from joint research and development. Recent innovations include the launch of Urania Next 0W-16, a lubricant formulated for heavy-duty applications.

Domenico Nucera, Chief Quality & Operations Officer, Iveco Group, said, "The renewal of the agreement with PETRONAS Lubricants International confirms the strength of a long-standing collaboration built on shared technical expertise and a common ambition to continuously improve performance, efficiency, and sustainability across our vehicle and powertrain portfolio. Through the co-engineering of our IVECO URANIA and IVECO TUTELA ranges, we are able to deliver solutions that maximise vehicle uptime, optimise total cost of ownership, and support our customers and dealer network with the highest standards of quality and reliability."

Domenico Ciaglia, Group Chief Strategy & Transformation Officer, PETRONAS Lubricants International (PLI), said, "This partnership renewal demonstrates what can be achieved through a long-term forward-thinking collaboration, with consistency, and a shared commitment to excellence. Through continuous product innovation, we have been able to co-develop market-leading solutions such as the Urania Next 0W-16 engine oil formulation, seamlessly integrated into IVECO's ecosystem. This collaboration enables us to deliver greater value to the industry by combining our expertise and driving innovation together. Looking ahead, PETRONAS Lubricants International remains fully committed to supporting the IVECO Group with forward integrated reliable, high-performance products and solutions that create lasting value for its network and customers. This renewed collaboration further reinforces the foundation of PLI's broader strategic roadmap, demonstrating how technical excellence and trusted partnerships can drive sustainable, long-term value internationally."

L&T Technology Services Concludes Engineering Intelligence Hackathon

LTTS - EI Hackathon 2026

L&T Technology Services (LTTS), a leading engineering research & development (ER&D) company, has concluded its Engineering Intelligence (EI) OpenHack 2026, an innovation challenge held simultaneously across nine locations in India, the US and Europe. The event involved nearly 4,000 engineers across 770 teams.

Participants worked on over 500 challenge statements related to software-defined mobility, plant modernisation, energy, automation and AI infrastructure. The solutions developed during the 24-hour event focused on areas such as industrial automation, cybersecurity, autonomous systems and healthcare.

A jury evaluated the entries based on innovation, technical execution, scalability and relevance. The winning teams received prizes totalling over INR 3 million. Promising projects were selected for further development through the company’s Project Equinox platform and patent-worthy concepts were identified for intellectual property recognition.

Mritunjay Kumar Singh, Chief Operating Officer, L&T Technology Services, said, “The EI OpenHack 2026 reflects LTTS’ vision of Engineering Intelligence, where engineering expertise and AI come together to solve real-world industry challenges. What stood out was not only the scale of participation, but the ability of our engineers to apply contextual understanding, domain knowledge and AI prowess to develop solutions with tangible business relevance. Initiatives like OpenHack create opportunities for our talent to experiment, collaborate and develop solutions that will shape the future of engineering.”