Auto[nom]Mobil

Introduction Talk

Highlight Market

Update on Fleet L4 Operations in the USA: Robotaxis and Trucking

• Commercial road autonomy has gained significant momentum both in terms of geographic footprint and number of trips.  How will this evolve?
• Safety performance, as reported by operators, is promising. What are key approaches?
• For robotaxis, Waymo is the dominant player, while several other companies have also transitioned to commercial operations.  Which companies can provide significant competition? 
• Autonomous trucking is seeing extensive development, testing, and deployment across private grounds, streets, and highways.  2025 saw the advent of driverless highway trucking but only at a small scale; 2026 will see a spike in driverless operations.  
• The role of OEMs is quite strong for trucking, whereas passcar OEMs are in the background for robotaxis. 

Start-up Pitches

Hyper-Realistic Simulation for Future Radar Developments

Enhancing InCabin Safety While Saving Cost, by Using High-res 4D Imaging Radar

Operation of L4

Crossing a Public Road With a Heavy Automated Guided Vehicle (AGV) - Closing the Regulatory Gap Between AFGBV and Exemption From Registration for Vehicles With Maximum Design Speed of up to 6 km/h

• Use case and technological challenge
  • Specific environmental perception of AGVs
  • Combination of AGVs and traffic light system
• Safety concept
  • Interaction of vehicles systems and infrastructure elements
  • Functional safety requirements - safety fall back mechanisms
• Regulatory requirements
  • Overall objectives
  • Single approval for AGVs and exceptions
  • Testing, commissioning and regular driverless operation

Start-up Pitches

Introduction of Kontrol

How Safe is Safe? - Chinese and European Perspectives

SOTIF Index and Its Role on V&V for Autonomous Driving

• Research Background for SOTIF index
• End to End procedure for SOTIF index
• Testing practice in China
• Future plan for SOTIF index

AI-SAP - Automobile Intelligent Safety Assessment Programme

• Why is an innovative system necessary for scenario-based safety assessment?
• Innovative System: AI-SAP Six-Dimension Intelligent Safety Assessment Programme
• Capability Advancement：Three-in-One Intelligent Driving Laboratory

Public Perception of Automated Driving: Results of a European Survey

• Results from a large-scale European survey on automated driving.
• Key findings on public acceptance, trust, and perceived risks of automated driving.
• Attitudinal differences by age, urban vs. rural context, public transport access, and prior experience with (partially) automated systems.
• Psychological factors influencing trust and expectations toward automated vehicles.
• Implications for road safety, regulation, and insurance in Europe.

Closing the Gap - From Legislation to Testing

Mobility and Structural Change. A Project in the Free State of Saxony.

• The structural transformation in Lusatia in eastern Germany is linked to a far-reaching economic and social process. It has been legally mandated and stipulates the end of coal mining by 2038.
• The automotive industry is also undergoing structural change. The mobility of the future needs to be rethought.
• Structural change is simultaneously an opportunity to begin a structural development.
• The "Smart-Mobility LAB (SML)" project aims to research and test automated and networked mobility of the future in the Lusatia region. At the same time, the project makes a significant contribution to structural development.

Current Developments in Legislation for Autonomous Driving, Scenario Database, and Virtual Testing in the Context of the EU/UNECE

• Current developments in the EU and UNECE legislation for autonomous driving and impact on type-approval
• National and International Scenario Working Groups, Scenario Database
• Virtual testing for type-approval

SYNERGIES: A European Scenario Dataspace for Safety Validation of CCAM Systems

• Introducing the SYNERGIES Scenario Dataspace: a federated, interoperable European repository enabling access to real and synthetic driving scenarios for CCAM development, testing, and validation.
• From European datasets to harmonized metadata: how SYNERGIES ensures semantic, pragmatic, and technical interoperability across diverse scenario sources and tools.
• Integration of scenario generation, qualification, and governance: presenting a unified framework linking physical testing, simulation, AI-based scenario creation, and safety assurance needs.
• Synergies with ongoing International Initiatives and alignment with the European strategy for data spaces and CCAM safety validation.
• Expected impact for industry and regulators: enabling scalable scenario-based validation across OEMs, suppliers, technical services, and research organizations.

European SCART-Institute: Scenario-based Type Approval Processes in Europe – Current Status and Outlook

Wrap Up Day 1

Setting the Scene - Responsibilities in the Operation of Automated Vehicles

Who is Liable – Owner Liability vs. Manufacturer Liability

• Status of EU Regulation
• Is the modified EU Product Liability suitable to adequately protect traffic victims?
• The liability risk and recourse risk for all parties involved in the production chain
• Is owner liability the better system?
• What does the ideal liability model look like from Allianz's perspective?

Managing Complex ADAS – User Perspectives & Challenges to Proof Regulatory Compliance

• Complexity paradox: Increasing complexity of in-vehicle interactions
• Mode confusion and mode awareness challenges arising from highly capable ADAS
• Smart, adaptive, and learnable systems for all - insights from SALSA
• How to proof regulatory compliance for HMI? Methodological challenges

Safety Starts with Information - Perception Technology

Interior Sensing AI for in-cabin Safety & Health Monitoring

• New AI‑enhanced functions such as 3D body‑pose detection enabling NCAP‑relevant out‑of‑position assessment (e.g., feet on the dashboard, head near the airbag) through large‑scale auto‑labelling and improved model design
• AI model applied directly to radar spectral data that clearly outperforms classical signal‑processing approaches
• Vital‑sign monitoring with a focus on heart‑rate estimation to detect medical anomalies before driver incapacitation
• Outlook on in‑cabin sensor fusion and the integration of interior and exterior sensing

In-Cabin Sensing Technologies Transforming Safety, Comfort, and Regulatory Compliance In Modern Vehicle

• How is in-cabin sensing expanding safety beyond traditional DMS?​
• What role does sensor fusion play in enhancing inCabin Safety & occupant monitoring​
• In what ways smart sensing systems helping automakers meet evolving safety and regulatory requirements

Context-Aware ADAS: Integrating Interior Sensing Outputs Into ADAS/AD for Safe Driving

• How does knowledge of driver attention and readiness improve ADAS/AD performance​
• How does interior sensing support safe handover strategies in Level 2+/Level 3 vehicles?​
• How can interior sensing enhance regulatory compliance (GSR, NCAP) for driver engagement

Radar Next Level: A Modern Paradigm for Perception in High Definition

Handshake - The Human and Automation

Modeawareness Between L2-Hands-Off and L3 in a Field Operational Test

• What is key for mode awareness in vehicles combining L2 and L3
• Why did we perform a Field Operational Test to evaluate mode awareness?
• What are the results and what did we learn?

MiRoVA – Migration of Road Vehicle Automation From Theory to Application in the Automotive Industry

• Transition from human-driven to highly-automated transport in the long term
• Vehicle cooperation and communication with humans, automation and other road users
• What are effects of human-technology migration of automated traffic systems on the safety and efficiency of road traffic as well as on usability and acceptance?
• Attempts to design migration-capable vehicle automation systems. How can the industry support Human Systems Migration? Is standardization the way to go?

Real Life - Automated Driving on the Road

City, Countryside, Highway—Where Do Assisted Driving Functions Help in Cars?

• Accidents
• Challenges for road safety
• ODD country roads
• Critical driving situations in real traffic
• Driver engagement and test scenarios on the test site

One Decade of BMW Field Operational Test

• Overview of BMWs Field Operational Test (FOT)
• Method comparison for evaluating Human Factors with ADAS
• Results of the latest FOT with the current ADAS Systems in three different countries

Wrap Up and Farewell