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Veljko Massimo Plavsic

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1:26

ISO/PAS 8800 Lesson 10: Strategy for Standards...

Professional Courses & Training ·

2026/04/10

This final lesson provides actionable insights for integrating ISO/PAS 8800 requirements into professional engineering practices.Strategy for Standards Compliance in ISO/PAS 8800IntroductionDeveloping Artificial Intelligence (AI) for automotive applications requires a paradigm shift from traditional software development. ISO/PAS 8800 provides a dedicated framework to address the safety of road vehicles utilizing AI. This lesson focuses on the strategic approach organizations must take to ensure

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0:56

ISO/PAS 8800 Lesson 9:Lifecycle Management

Professional Courses & Training ·

2026/04/10

Lifecycle Safety Management for AI in Road VehiclesOverview\nISO/PAS 8800 provides a rigorous framework for managing the safety of Artificial Intelligence (AI) throughout its entire lifecycle. Traditional safety standards, such as ISO 26262 (Functional Safety), focus on preventing failures in electrical and electronic systems. ISO/PAS 8800 extends this by addressing the non-deterministic nature of AI and machine learning (ML), focusing on the Safety of the Intended Functionality (SOTIF) as outlined

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1:11

ISO/PAS 8800. Lesson 8: Model Verification and...

Professional Courses & Training ·

2026/04/10

1. Introduction\nIn the context of ISO/PAS 8800 (Road vehicles — Safety and artificial intelligence), Verification and Validation (V&V) are the cornerstones of ensuring that AI-based systems are safe for public roads. While traditional software follows deterministic paths, AI models are probabilistic and data-dependent, requiring a shift in how we confirm their correctness and safety.2. Defining Model Verification\nVerification asks: \"Did we build the system right?" It involves checking the AI

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1:04

ISO/PAS 8800. Lesson 7: Data Integrity and Quality in...

Professional Courses & Training ·

2026/04/10

In the realm of road vehicles, the safety of AI-based systems is inextricably linked to the data used to develop them. ISO/PAS 8800 (Road Vehicles — Safety and Artificial Intelligence) provides a framework for ensuring that data integrity and quality are maintained throughout the AI lifecycle. Unlike traditional software where logic is explicitly coded, AI systems 'learn' from data, making the quality of that data a primary safety concern.2. Key DefinitionsData Integrity: The assurance that data

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1:20

ISO/PAS 8800 Lesson 6: Safety-Related AI Development...

Professional Courses & Training ·

2026/04/10

1. IntroductionAs artificial intelligence (AI) and machine learning (ML) become integral to automotive systems—ranging from Advanced Driver Assistance Systems (ADAS) to Automated Driving Systems (ADS)—traditional safety standards like ISO 26262 and ISO 21448 (SOTIF) require specialized extensions. ISO/PAS 8800 provides the necessary framework to address the unique risks associated with AI, specifically focusing on the non-deterministic nature of machine learning and the safety implications of

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1:03

ISO/PAS 8800. Lesson 5:Hazard Analysis and Risk...

Professional Courses & Training ·

2026/04/10

Lesson: Hazard Analysis and Risk Assessment (HARA) in ISO/PAS 8800 1. Introduction to AI-Specific HARA Hazard Analysis and Risk Assessment (HARA) is a foundational safety activity in the automotive industry, traditionally governed by ISO 26262. However, ISO/PAS 8800 extends this process to address the unique characteristics of Artificial Intelligence (AI) and Machine Learning (ML). While traditional HARA focuses on malfunctioning behavior (e.g., a short circuit), AI HARA must also consider hazards

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1:20

ISO/PAS 8800. Lesson 4:Key AI Safety Concepts

Professional Courses & Training ·

2026/04/10

Key AI Safety Concepts in ISO/PAS 8800ISO/PAS 8800, titled Road vehicles — Safety and artificial intelligence, provides a dedicated framework for managing safety risks specifically introduced by Artificial Intelligence (AI) and Machine Learning (ML) in automotive applications. This lesson explores the foundational concepts that underpin the standard.1. AI Safety vs. Functional SafetyTraditional functional safety (ISO 26262) focuses on hazards caused by malfunctioning electronic systems. In contrast,

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1:20

ISO/PAS 8800. Lesson 3:Relation with ISO 26262 and...

Professional Courses & Training ·

2026/04/10

1. Overview of the Safety Ecosystem ISO/PAS 8800, titled 'Road vehicles — Safety and artificial intelligence', was developed to address the unique safety challenges posed by Machine Learning (ML) and Artificial Intelligence (AI) in automotive applications. It does not replace the existing safety standards; rather, it acts as a specialized supplement. To understand its role, one must look at the two primary pillars of automotive safety: ISO 26262 (Functional Safety) and ISO 21448 (Safety of the

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1:39

ISO/PAS 8800 Lesson 2:Scope and Regulatory Context

Professional Courses & Training ·

2026/04/10

Lesson: Scope and Regulatory Context of ISO/PAS 88001. Introduction to ISO/PAS 8800\nISO/PAS 8800, titled "Road vehicles — Safety and artificial intelligence," is a Publicly Available Specification designed to provide a dedicated framework for the safety-related aspects of Artificial Intelligence (AI) in automotive applications. As vehicles become increasingly automated, traditional functional safety standards like ISO 26262 reach their limits, particularly regarding the non-deterministic nature of

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0:59

ISO/PAS 8800 Lesson 1: Introduction to ISO/PAS 8800 -...

Professional Courses & Training ·

2026/04/10

Lesson 1: Introduction to ISO/PAS 8800 - Bridging AI Innovation and Automotive Safety1.1 The Evolutionary Context: Why AI Needs a New Safety ParadigmFor decades, automotive safety was governed by the principles of Functional Safety (ISO 26262), which focuses on hardware reliability and the mitigation of systematic software errors through rigorous, deterministic logic. However, the paradigm shift toward Artificial Intelligence (AI) and Machine Learning (ML) has introduced a level of complexity that

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1:53

Lesson 2: Advanced Context Management and Role...

Professional Courses & Training ·

2026/03/27

Explore sophisticated techniques for defining complex personas, managing lengthy context windows, and maintaining consistency across multi-turn conversations.

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2:06

Claude Fundamentals and Prompting Best Practices

Professional Courses & Training ·

2026/03/27

The Goal: What exactly should the output achieve?The Audience: Who is reading this output?The Format: Required structure (e.g., JSON, Markdown list, essay, dialogue).Example of Improvement:Poor: "Write about renewable energy."Strong: "Act as a sustainability consultant. Draft a 5-point executive summary, formatted as a numbered Markdown list, comparing the long-term CapEx viability of solar photovoltaic versus offshore wind energy for a European manufacturing client."B. Role Assignment (Persona

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2:05

Introduction to Radiometric Data and Measurement Tools

Professional Courses & Training ·

2026/03/27

High humidity or fog can scatter IR radiation. While often minor for short industrial inspections, it becomes critical for long-range outdoor work.3. Using On-Camera Measurement ToolsYour FLIR camera comes equipped with several standard tools to extract and analyze radiometric data directly in the field. We will focus on the primary tools:3.1 Spot Meter (Point Measurement)This is the most fundamental tool. It places a single crosshair on the screen, displaying the temperature reading for the pixel

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2:45

Optimizing Image Quality through Settings

Professional Courses & Training ·

2026/03/27

measuring small components or when the object is very close or very far. Always fine-tune the focus just before taking a measurement on a critical spot.---Summary of Optimization StepsSet Emissivity (ε): Match the surface material value.Set Background Temperature: Apply reflectivity compensation if necessary.Select Palette: Use Iron or Rainbow for discovery; switch to Gray Scale for documentation.Adjust Span: Narrow the span around your expected temperature range for maximum contrast.Ensure Sharp

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2:20

Understanding and Interpreting Thermal Images

Professional Courses & Training ·

2026/03/27

boundaries of a defect.3.3.3 Reporting StandardsEvery finding must be reported clearly:Location: Precise identification (e.g., Panel A, Breaker 14, Phase C).Image: Include both the thermal image and the corresponding visible light image (if available).Data: Record the Max Temp, Background Temp, Emissivity used, and Ambient Temp.Classification: Assign a severity level (e.g., Minor Deviation, Action Required, Critical Fault) based on established standards (e.g., Infrared Training Center (ITC)

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2:25

Basic Camera Operation and Setup

Professional Courses & Training ·

2026/03/27

Excellent for sharp delineation of hot/cold areas.* Greyscale/White Hot: Best for documentation where visual realism is preferred.2.4 Focusing and Image CaptureSharp images are critical for accurate analysis. Thermal images require focus, just like visible light cameras, though the process is different.Focusing MethodsAutomatic Focus (AF): Pressing the focus button once usually snaps the image into focus based on the center reading.Manual Focus (MF): If AF fails (common with very distant or very

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2:14

FLIR camera hardware and components

Professional Courses & Training ·

2026/03/27

close distance, ideal for scanning large surfaces quickly.Narrow-Angle Lenses (e.g., 13°): Provide a much smaller FOV, allowing you to measure smaller targets from much farther away. These lenses offer better Spatial Resolution (the ability to see small details).Spot Size Ratio (SSR) and Distance MeasurementThis is perhaps the most crucial concept related to the lens. The SSR defines the ratio between the distance to the target and the smallest spot size the detector can accurately measure.

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2:19

Introduction in FLIR and thermal imaging

Professional Courses & Training ·

2026/03/27

Lesson 1: Introduction to Thermal Imaging and FLIR SystemsWelcome to the foundational lesson of our course on mastering FLIR thermal imaging cameras. Before we dive into the specifics of operating your device, it is crucial to establish a strong theoretical understanding of what thermal imaging is, how it works, and the specific role FLIR plays in this industry.1.1 What is Thermal Imaging?Thermal imaging, or infrared (IR) thermography, is a non-contact measurement technique that captures the

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2:44

Lezione n°10: Monitoraggio, Audit e Miglioramento...

Professional Courses & Training ·

2025/11/27

Una procedura ben definita è solo il punto di partenza. Affinché un sistema di gestione della qualità (SGQ), basato su procedure operative standard (SOP), sia efficace, deve essere costantemente monitorato, verificato e migliorato. Questo modulo esplora i meccanismi essenziali per garantire che le procedure rimangano rilevanti, efficienti e conformi nel tempo, seguendo il principio fondamentale del ciclo di Deming: Plan-Do-Check-Act (PDCA).1. Monitoraggio delle Prestazioni delle ProcedureIl

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2:32

Lezione n°9: Formazione e Implementazione sul Campo

Professional Courses & Training ·

2025/11/27

L'efficacia di qualsiasi procedura di qualità non risiede solo nella sua stesura accurata, ma soprattutto nella sua corretta formazione e implementazione pratica sul campo. Una procedura ben scritta, se mal comunicata o ignorata dagli operatori, è inutile. Questa lezione copre le strategie chiave per garantire una transizione fluida dalla teoria alla pratica operativa.1. Pianificazione della Formazione (Training Plan)Prima di rilasciare una nuova procedura, è essenziale sviluppare un piano di

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31 results

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