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Ensuring AI/ML Safety in Embedded Systems

Presented by

Ricardo Camacho, Dir. of Regulatory Software Safety & Security Compliance

About this talk

Start time: 10am CEST AI and ML are revolutionizing safety-critical fields like autonomous vehicles, healthcare, and aerospace. These technologies offer remarkable autonomy and efficiency, but integrating them into resource-limited embedded systems where precision and safety are critical can be a significant challenge. To mitigate these challenges, it’s critical to implement strategies like model pruning, model freezing, and rigorous adherence to regulatory safety standards like ISO 26262 and IEC 62304. Join this webinar to learn about: • The evolution of embedded systems through AI/ML integration • Resource limitations and safety risks in critical deployments • Breakthroughs in hardware and algorithm optimization • Stabilizing AI/ML behavior for hazard-free operation
Parasoft

Parasoft

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The Global Leader in Automated Software Testing & Compliance
The innovation you need. The experience you trust. From development to QA, Parasoft’s comprehensive suite of software testing solutions reduces the time, effort, and cost of delivering secure, reliable, and compliant software. Leverage our AI-infused suite of automated testing tools to drive continuous quality practices throughout your development pipeline. www.parasoft.com
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