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Software becoming the biggest bottleneck to physical AI innovation, finds QNX research - The Robot Report

therobotreport.com·May 29, 2026

A recent study by QNX at the Robotics Summit highlights that software architecture and integration have become the primary bottlenecks in robotics development, surpassing hardware limitations. As robotics increasingly operate in dynamic environments alongside humans, developers emphasize the need for robust software foundations to ensure safety, reliability, and compliance with regulatory standards.

For those in robotics and AI development, the key takeaway from QNX's research is the critical need to address software architecture and integration complexities. As robots increasingly operate in dynamic environments, the emphasis on creating robust, secure, and predictable software systems is paramount. Prioritizing investments in AI-driven decision-making and cybersecurity, along with exploring real-time operating systems, will facilitate overcoming current bottlenecks and advancing toward more autonomous and safe robotic solutions.

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