ISO 8800: AI/ML Definitions and Concepts
- Date
- 2027-12-07
- Location
- Online
- Host
- ISO/PAS 8800 (Functional Safety)
About this event
A live 30-minute expert session on AI/ML Definitions and Concepts, part of the ISO/PAS 8800 track from Critical Systems Analysis. Recurs monthly.
Related topics: ai/ml definitions and concepts · ai/ml · definitions · concepts · AI safety · machine learning safety · safety of AI · data quality · model performance · ODD · AI lifecycle · neural network · training data · robustness · out-of-distribution · safety assurance.
Browse the whole track: [ISO/PAS 8800](https://luma.com/critical-systems-analysis?tag=iso-pas-8800)
All ISO/PAS 8800 sessions (26 more):
[ISO 8800: Performance metrics [9]](https://luma.com/critical-systems-analysis?tag=iso-8800-performance-metrics-9) · [ISO 8800: Generalization error](https://luma.com/critical-systems-analysis?tag=iso-8800-generalization-error) · [ISO 8800: Linear regression](https://luma.com/critical-systems-analysis?tag=iso-8800-linear-regression) · [ISO 8800: Dataset Design- Exercise](https://luma.com/critical-systems-analysis?tag=iso-8800-dataset-design-exercise) · [ISO 8800: Dataset Safety Analysis - Exercise](https://luma.com/critical-systems-analysis?tag=iso-8800-dataset-safety-analysis-exercise) · [ISO 8800: Need for additional safety requirements on AI systems – Solution](https://luma.com/critical-systems-analysis?tag=iso-8800-need-for-additional-safety-requirements-on-ai-systems-solution) · [ISO 8800: Safety and artificial intelligence for Road Vehicles – ISO/TC PAS 8800](https://luma.com/critical-systems-analysis?tag=iso-8800-safety-and-artificial-intelligence-for-road-vehicles-iso-tc-pas-8800) · [ISO 8800: General workflow for deriving safety requirements – Solution](https://luma.com/critical-systems-analysis?tag=iso-8800-general-workflow-for-deriving-safety-requirements-solution) · [ISO 8800: Aspects related to machine learning (ML)](https://luma.com/critical-systems-analysis?tag=iso-8800-aspects-related-to-machine-learning-ml) · [ISO 8800: Reinforcement Learning](https://luma.com/critical-systems-analysis?tag=iso-8800-reinforcement-learning) · [ISO 8800: AI Safety Standard Framework](https://luma.com/critical-systems-analysis?tag=iso-8800-ai-safety-standard-framework) · [ISO 8800: Dataset Safety Analysis - Solution](https://luma.com/critical-systems-analysis?tag=iso-8800-dataset-safety-analysis-solution) · [ISO 8800: Dataset Safety Analysis – Exercise Open discussion](https://luma.com/critical-systems-analysis?tag=iso-8800-dataset-safety-analysis-exercise-open-discussion) · [ISO 8800: Background to Machine Learning and AI](https://luma.com/critical-systems-analysis?tag=iso-8800-background-to-machine-learning-and-ai) · [ISO 8800: Dataset Requirements Development- Exercise](https://luma.com/critical-systems-analysis?tag=iso-8800-dataset-requirements-development-exercise) · [ISO 8800: Implications for off-line training of machine learning algorithms](https://luma.com/critical-systems-analysis?tag=iso-8800-implications-for-off-line-training-of-machine-learning-algorithms) · [ISO 8800: Relevance of Artificial Intelligence in Automotive Applications](https://luma.com/critical-systems-analysis?tag=iso-8800-relevance-of-artificial-intelligence-in-automotive-applications) · [ISO 8800: Supervised & Unsupervised Machine Learning](https://luma.com/critical-systems-analysis?tag=iso-8800-supervised-unsupervised-machine-learning) · [ISO 8800: Operational design domain](https://luma.com/critical-systems-analysis?tag=iso-8800-operational-design-domain) · [ISO 8800: Need for additional safety requirements on AI systems – Exercise](https://luma.com/critical-systems-analysis?tag=iso-8800-need-for-additional-safety-requirements-on-ai-systems-exercise) · [ISO 8800: Background: Statistical Learning](https://luma.com/critical-systems-analysis?tag=iso-8800-background-statistical-learning) · [ISO 8800: Decision tree](https://luma.com/critical-systems-analysis?tag=iso-8800-decision-tree) · [ISO 8800: Verification and validation of AI systems - Solution](https://luma.com/critical-systems-analysis?tag=iso-8800-verification-and-validation-of-ai-systems-solution) · [ISO 8800: General workflow for deriving safety requirements – Exercise](https://luma.com/critical-systems-analysis?tag=iso-8800-general-workflow-for-deriving-safety-requirements-exercise) · [ISO 8800: Verification and validation of AI systems - Exercise](https://luma.com/critical-systems-analysis?tag=iso-8800-verification-and-validation-of-ai-systems-exercise) · [ISO 8800: ISO 26262](https://luma.com/critical-systems-analysis?tag=iso-8800-iso-26262)
Who should attend
This session is for people who want clearer language and stronger conceptual footing around AI, ML, and autonomy. - You work in **AI or ML** and want a more standards-based understanding of how core terms and concepts are defined. - You are building in **crypto or DeFi** and need better language for thinking about AI-enabled agents, automation, system behavior, or autonomous decision-making. - You are a **product manager, founder, strategist, or operator** who regularly hears AI terminology used loosely and wants a cleaner framework for decision-making. - You work in **research, governance, policy, risk, or compliance** and need definitions that support more rigorous analysis and communication. - You are an **engineer or technical contributor** who wants to sharpen how you describe systems, capabilities, and boundaries across teams. - You are simply **AI-curious but serious about precision** and want to understand the concepts well enough to ask better questions and spot fuzzy thinking. If you have ever felt that AI conversations move too quickly past the meaning of the words being used, this event is very likely for you.