According to a press release on Oct. 22, Autobrains has introduced its Skills product line, featuring proprietary Liquid AI technology. The new product line aims to revolutionize the autonomous driving industry by offering a modular, scalable solution optimized for edge cases, significantly reducing computational demands compared to current methods. As the automotive sector moves toward full autonomy, Autobrains' Skills approach addresses the limitations of traditional AI models by offering a more flexible and adaptive alternative.
Company CEO Igal Raichelgauz highlighted that Skills marks a paradigm shift in autonomous driving technology, enabling incremental deployment from advanced driver assistance system to full autonomy with a system that adapts efficiently to new scenarios, ensuring resource requirements only increase logarithmically. This is a stark contrast to the challenges faced by existing autonomous driving solutions.
Skills decomposes autonomous driving tasks into smaller, context-specific AI models, or "Skills", each optimized for particular driving scenarios and activated dynamically to optimize performance while minimizing computational power demands. This architecture offers several key benefits including optimized performance in edge cases, scalability from a few tens to hundreds of thousands of skills for full autonomy, adaptability with activation only in relevant situations, efficient logarithmic resource growth, and enhanced safety through precise, targeted responses to specific scenarios.
