- 14
- Episodes
- 1
- Ratings
- Daily
- Cadence
- 2026
- First episode
About AI and Machine Learning Safety
"AI & Machine Learning Safety" is a serial video course from CSA, published weekly in strict curriculum order — building from foundational terms and structure through lifecycle practice to advanced, assessor-level topics. Designed for working functional-safety engineers and managers, not beginners or students. CSA is a functional safety, reliability, and certification consultancy serving robotics, autonomous systems, transportation, and industrial equipment manufacturers. CSA provides end-to-end safety engineering services: preliminary gap analyses and safety audits, SIL/PL determination, FMEA and FMEDA execution, fault tree analysis, safety case development, hardware metrics (SPFM/LFM/PMHF), lifecycle documentation, and embedded safety engineering support. CSA engineers work alongside product teams from architecture through final functional safety assessment, and support companies seeking NRTL, CE, ATEX, ISO 26262, and UL 4600 marks. Contact: Sales@criticalsa.com. This series is part of the CSA Functional Safety Network — a coordinated set of weekly video courses covering IEC 61508, ISO 26262, ISO/SAE 21434, SOTIF (ISO 21448), UL 4600, IEC 62443, ISO/PAS 8800, ISO 13849, machinery safety, safety analysis methods, and more. Each show links to the others so practitioners can follow the thread that matches their project.
- Publisher
- Zachary Lukasiewicz
- Category
- technology
- Language
- en
- Explicit
- No
- First episode
- 22 Aug 2026
- Latest episode
- 22 Aug 2026
Latest episodes
14 episodes in the feed.
22 Aug 2026
AI and Functional Safety: Legal Provisions
As artificial intelligence systems enter critical decision-making roles—from medical diagnostics to autonomous vehicles—functional safety has become a legal imperative. Functional safety means ensuring that A I systems perform reliably even when component failures occur, without causing harm. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: This episode introduces the intersection of functional safety principles and their codification in regulations worldwide. Functional safety is a legal requirement, not just good engineering practice. Multiple regulatory frameworks now mandate functional safety in A I systems. Organizations must navigate multiple standards depending on their domain and geography. At their core, legal provisions require organizations to demonstrate functional safety through specific practices. Implementing functional safety legally requires a structured risk management process. Reference: ISO 8800 (road-vehicle AI safety) is officially ISO/PAS 8800:2024, published as a Publicly Available Specification; the standard extends ISO 26262 methodology to a More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Basic notions of artificial neural networks
Neural networks are transforming capabilities across industries, but deploying them in safety-critical systems—aircraft, autonomous vehicles, medical devices—creates unprecedented technical challenges. Unlike traditional software with deterministic outputs, neural networks make probabilistic decisions influenced by vast training data. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: This episode explores the foundational concepts of artificial neural networks in safety-critical applications. An artificial neural network is a computational system inspired by biological neurons. Neural networks consist of three main components: an input layer receiving data, hidden layers performing computations, and an output layer delivering results. Neural networks present distinctive safety concerns: their decisions emerge from complex mathematical relationships across thousands of parameters, making them extremely difficult to trace and verify. Traditional software systems execute deterministic algorithms with predictable inputs and outputs; each execution path can be traced and verified. Reference: ISO 8800 (AI/ML Safety) Section 5.1: AI components classified by functional integrity via additional safety requirements beyond traditional software safety, requiring explicit vali More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Work with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) | LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) | criticalsystemsanalysis.com (https://www.criticalsystemsanalysis.com/) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Standards and Regulations
As artificial intelligence moves into safety-critical applications, from autonomous vehicles to medical diagnostics, functional safety becomes essential. A failure in AI-driven healthcare or transportation can threaten lives. Regulatory bodies worldwide are responding. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: This episode explores how standards and regulations shape responsible artificial intelligence deployment. Functional safety means ensuring AI systems perform their required functions safely, even when failures occur. The regulatory landscape includes emerging international standards and regional regulations. Standards build on each other to create a comprehensive safety framework. Risk management is the core of functional safety for AI systems. Different regions use different regulatory philosophies for artificial intelligence safety. Reference: ISO 8800 (PAS 8800) is the ISO Technical Committee's publicly available specification—not yet a full standard as of 2024-2025. It is a draft adaptation of functional safety concept More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Machine Learning - Training
Machine learning systems don't inherently know how to behave safely. Training is where engineers teach models to recognize patterns and make accurate decisions. But for functional safety, training isn't just about maximizing accuracy—it's about creating systems that fail predictably and safely under edge cases, incomplete data, and adversarial inputs. Part of the Critical Systems Analysis functional-safety series on AI / ML. In this episode: This episode focuses on machine learning training as a functional safety discipline. Machine learning training is the iterative process of optimizing model parameters using representative data to minimize prediction errors. Safe training begins with data curation. Functional safety training follows a rigorous pipeline. Validation for safety-critical machine learning requires escalating rigor across multiple levels. Safe machine learning training boundaries include explicit adversarial testing, out-of-distribution detection, and uncertainty quantification. Reference: ISO 8800 (Safety and Artificial Intelligence for Road Vehicles) defines 'off-line training of machine learning algorithms' as a critical lifecycle phase where syste More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: VDE-AR-E 2842-61
Integrating artificial intelligence into safety-critical systems demands a fundamental shift in how we think about functional safety. The V-D-E standard Twenty-Eight Forty-Two, Dash Sixty-One applies traditional functional-safety principles to artificial intelligence and machine-learning systems—but these intelligent systems behave differently from deterministic hardware and conventional software. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: This standard bridges two traditionally separate domains: functional safety engineering and artificial intelligence. Traditional functional-safety assumes deterministic behavior: feed the same input, get the same output. The V-D-E standard doesn't replace the classical V-model for functional safety. Before deploying A-I in a safety-critical context, you must characterize three dimensions of risk: what is the potential hazard, how likely is an unsafe A-I failure, and what is the severity of consequences? The standard provides structured methods to quantify each. In machine-learning systems, data quality directly impacts safety. Reference: VDE-AR-E 2842-61 (https://www.criticalsystemsanalysis.com/) is the German Association for Electrical, Electronic and Information Technologies guideline for A I and Machine Learning in Functional Safety, published in twenty More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Work with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) | LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) | criticalsystemsanalysis.com (https://www.criticalsystemsanalysis.com/) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Machine Learning and Functional Safety
As artificial intelligence moves into safety-critical systems—from autonomous vehicles to medical devices—we face a fundamental challenge: how do we guarantee machine learning models behave predictably under all conditions? Functional safety, the discipline of preventing unreasonable risk through systematic hazard analysis and verification, historically relied on deterministic logic and exhaustive. Part of the Critical Systems Analysis functional-safety series on ISO 8800. In this episode: Machine learning is entering safety-critical domains. Functional safety means preventing unreasonable risk in technical systems. Traditional functional safety relies on deterministic systems where behavior is completely defined by design. Machine learning breaks four core assumptions that traditional functional safety depends on. Safety with machine learning requires a structured lifecycle starting with hazard analysis and risk assessment. Safety assurance for artificial intelligence systems must work in two phases. Reference: ISO 8800 explicitly addresses machine learning components in road vehicle safety, noting that trained models present systematic faults that cannot be traced to root cause (Section More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Terms and Definitions
Functional safety in artificial intelligence systems is no longer optional—it's essential. As machine learning models take on increasingly critical roles in autonomous vehicles, medical devices, and industrial controls, understanding the shared language of safety becomes foundational for engineers. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: Functional safety is the ability of a system to safely handle failures that could lead to hazardous situations. To speak about safety, we need a shared vocabulary. Safety systems are rated by their integrity level—a numerical scale indicating how much risk reduction a system achieves. The functional safety lifecycle starts with hazard identification. Risk is calculated as the combination of severity and probability. Classical functional safety standards, like ISO 26262 for automotive systems, are adapting for machine learning. Reference: AI Safety definition sourced from ISO 8800 Section 3 (Definitions), distinguishing between functional safety (code/hardware) and AI safety (learned models). More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Machine Learning and Cybersecurity
Artificial intelligence systems are becoming mission-critical in industries where failures carry severe real-world consequences. Machine learning introduces distinctive safety challenges not found in traditional systems: unpredictability under novel inputs, adversarial vulnerabilities to carefully crafted attacks, and complex interdependencies that amplify failure propagation. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: Functional safety is the ability of a system to operate safely, even when failures occur. Machine learning introduces non-deterministic behavior that complicates traditional safety analysis. Cybersecurity threats directly compromise AI safety by degrading model reliability. Safety requirements flow hierarchically from safety standards down to implementation. Machine learning safety is multifaceted, addressing distinct dimensions of system trustworthiness. Mitigation requires layered defenses operating across the AI system lifecycle. Reference: IEC 61508 Part 7, Annex B defines systematic faults as faults that occur during development or operation as a consequence of some deficiency in design, manufacture, installation, m More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Functional Safety Basics
Artificial intelligence is transforming industries, but with great capability comes profound responsibility for safety. When A-I systems control critical operations—from medical devices to autonomous vehicles—a single failure can harm people. Functional safety is the discipline of designing systems that automatically prevent or mitigate hazards, even when components malfunction. Part of the Critical Systems Analysis functional-safety series on ISO 8800. In this episode: Functional safety means designing systems to automatically prevent or mitigate hazards, even when components fail. At its core, functional safety is about automatic control that keeps risk within acceptable bounds. The safety design process moves systematically from identifying what can go wrong to implementing protection. ISO 8800 defines four safety integrity levels. Traditional systems have predictable, deterministic behavior. Building safety into A-I requires a structured chain of activities spanning the system's entire lifecycle. Reference: ISO 8800 (ISO/IEC 8800) is the developing international standard for safety of artificial intelligence systems. It extends functional safety principles from IEC sixt More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Statistical Learning
So far we've treated the AI system as a black box. Now let's look inside. Traditional software is written line by line: you specify every rule. A learned system is built differently. The model learns its rules from data. That shift is the foundation of every safety challenge ahead. Part of the Critical Systems Analysis functional-safety series on AI / ML. In this episode: Left side: traditional software. Picture the development pipeline again: data collection, model training, validation testing. Statistical learning is the mathematical framework that underlies machine learning. Now here is the line that matters, and it is why this video exists. So if you cannot audit the learned rules line by line, how do you manage the systematic faults? The same way traditional safety does: rigor, scaled by risk. Reference: Statistical learning is defined as learning patterns from observed data and generalizing to unseen data, foundational to machine learning. This is consistent with standard ML textb More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Trust and Trustworthiness
Building artificial intelligence systems that society can rely on starts with understanding a critical distinction: trust and trustworthiness are not the same thing. Trustworthiness is a system property—it reflects how reliably an A I system performs, how transparently it operates, and how well it handles uncertainty. Trust, by contrast, is something people grant. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: This episode explores a distinction that matters deeply for artificial intelligence safety. Trustworthiness is a measurable system property—it is not opinion. Four dimensions characterize trustworthy A I systems: robustness ensures consistent performance under stress; transparency makes decision-making explainable to humans; safety prevents harmful failures; and oversight keeps humans directing decisions with real consequences. Trust is a human judgment; trustworthiness is a measurable system property. When A I systems operate in safety-critical contexts—medical diagnostics, autonomous vehicles, industrial automation—trustworthiness becomes non-negotiable. Building trustworthy A I follows a progression rooted in functional safety principles. Reference: ISO 8800 Section 5.2: Operational design domain (ODD) defines the conditions under which an AI system was validated; systems must remain within ODD or hand control to a safe fallba More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Work with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) | LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) | criticalsystemsanalysis.com (https://www.criticalsystemsanalysis.com/) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Ethics Guidelines for Trustworthy AI
When AI systems make consequential decisions—approving loans, diagnosing illness, autonomous vehicles navigating traffic—safety and ethics become indistinguishable. Functional safety standards borrowed from engineering address technical failures. But Artificial Intelligence introduces novel risks: biased training data, model drift, adversarial attacks, and unpredictable edge cases. Part of the Critical Systems Analysis functional-safety series on AI and Machine Learning Safety. In this episode: Functional safety in Artificial Intelligence systems requires more than code quality. Trustworthy systems operate with transparency, accountability, and reliability. Four core principles guide functional safety in AI systems: detect and prevent failures before they occur, design for graceful degradation, maintain human oversight at critical decision points, and continuously validate against real-world scenarios. A key challenge: balancing safety requirements with AI robustness. The risk assessment process moves from identifying hazards to implementing controls. Ethical AI keeps humans in the loop at critical junctures by separating routine operations systems handle autonomously from edge cases and high-consequence choices. Reference: IEEE 7000-2021 'Model Process for Addressing Ethical Concerns During System Design' defines four ethics principles: transparency, fairness, robustness, and accountability. More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Work with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) | LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) | criticalsystemsanalysis.com (https://www.criticalsystemsanalysis.com/) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: AI/ML Definitions and Concepts
Autonomous vehicles represent one of the most complex safety-critical systems ever deployed. To ensure these systems operate reliably, manufacturers must understand how Artificial Intelligence and Machine Learning differ from traditional software, and how safety principles apply to AI-driven functions. Part of the Critical Systems Analysis functional-safety series on ISO 8800 (Safety and Artificial Intelligence for Road Vehicles). In this episode: We're diving into the foundations of AI and functional safety for road vehicles. Artificial Intelligence, or AI, is the umbrella term for systems that enable machines to perceive their environment, learn from data, reason about complex situations, and take autonomous actions. Machine Learning, or ML, is a specific subset of AI focused on systems that improve their performance through experience rather than explicit programming. In automotive systems, we distinguish between safety-related functions and non-safety functions. AI and ML systems for safety-critical automotive functions follow a structured development lifecycle. Verification and validation of AI and ML systems in safety-critical roles presents unique challenges compared to traditional software. Reference: ISO 8800 addresses AI/ML safety in road vehicles as a pre-standard framework (PAS status); definitions align with Clause 3.1.1-3.1.2 for artificial intelligence and machine learnin More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Work with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) | LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) | criticalsystemsanalysis.com (https://www.criticalsystemsanalysis.com/) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
22 Aug 2026
AI and Functional Safety: Machine Learning in Industry
As machine learning transforms industrial systems, functional safety becomes critical. ISO 8800, the international standard for AI and Machine Learning Safety, establishes a framework for deploying AI in safety-critical applications. Part of the Critical Systems Analysis functional-safety series on ISO 8800 / AI and Machine Learning Safety. In this episode: We're exploring ISO 8800, the international standard for AI and Machine Learning Safety. Machine learning introduces a fundamental challenge: model uncertainty. ISO 8800 mandates comprehensive safety requirements specific to machine learning. The machine learning safety lifecycle spans from initial risk assessment through post-deployment monitoring. Traditional software relies on complete specifications and exhaustive testing to guarantee correctness. Confidence in model predictions directly drives deployment decisions. Reference: ISO 8800 Clause 4.3: Systematic faults in ML components are addressed through process rigor, not probabilistic failure rates, because the source is incomplete training data or mode More in this series: IEC 61508 — Functional Safety Foundations (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | Functional Safety Assessment and Services (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) Explore more from Critical Systems Analysis (https://www.criticalsystemsanalysis.com/). Partner with us (https://meetings.hubspot.com/benjamin-twombly/strategic-partnerships) Follow on LinkedIn (https://www.linkedin.com/company/criticalsystemsanalysis) Visit our website (https://www.criticalsystemsanalysis.com/) Read our feature on Automate.org (https://www.automate.org/robotics/news/critical-systems-analysis-advancing-functional-safety-and-systems-assurance-across-industries-critical-systems-analysis) All shows on Apple Podcasts: AI & ML Safety (https://podcasts.apple.com/us/podcast/ai-and-machine-learning-safety/id6805034104) | Fault Tree Analysis (https://podcasts.apple.com/us/podcast/fault-tree-analysis-fta-for-safety-critical-systems/id6805034471) | FS Assessment (https://podcasts.apple.com/us/podcast/functional-safety-assessment-and-services/id6805034418) | Safety Analysis (https://podcasts.apple.com/us/podcast/hara-fmea-fmeda-and-tara-safety-analysis/id6805034857) | IEC 61508 (https://podcasts.apple.com/us/podcast/iec-61508-functional-safety-foundations/id6805035042) | IEC 62443 (https://podcasts.apple.com/us/podcast/iec-62443-industrial-cybersecurity/id6805035109) | ISO 10218 (https://podcasts.apple.com/us/podcast/iso-10218-and-iso-ts-15066-robot-safety/id6805035434) | ISO 12100 (https://podcasts.apple.com/us/podcast/iso-12100-machinery-risk-assessment/id6805035523) | ISO 13849 (https://podcasts.apple.com/us/podcast/iso-13849-machinery-safety-and-performance-levels/id6805035815) | ISO 26262 (https://podcasts.apple.com/us/podcast/iso-26262-automotive-functional-safety/id6805036026) | ISO/PAS 8800 (https://podcasts.apple.com/us/podcast/iso-pas-8800-safety-and-artificial-intelligence/id6805036317) | ISO 26262-11 (https://podcasts.apple.com/us/podcast/semiconductor-functional-safety-iso-26262-11/id6805036724) | V-Model (https://podcasts.apple.com/us/podcast/the-v-model-and-safety-lifecycle/id6805037190) | UL 4600 (https://podcasts.apple.com/us/podcast/ul-4600-autonomous-systems-safety/id6805037488).
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