AI Hallucinations - Part 2 скачать в хорошем качестве

AI Hallucinations - Part 2

Detecting AI Hallucinations: Proactive Strategies for Reliable AI Systems In this video, we delve into the detection of AI hallucinations, explaining why this issue is critical and how detection can maintain trust, reliability, and security in AI systems. We'll cover methods like source checking, cross-referencing, logical coherence analysis, and the use of a secondary AI model for verification. The discussion also includes sophisticated automated systems for enterprise levels, ensuring comprehensive AI governance. Finally, we introduce the concept of an 'AI firewall' with actionable strategies for businesses and individuals to prevent hallucinations and build trust in AI outputs. 00:00 Introduction and Recap 00:29 Why AI Hallucinations Matter 01:14 Detection Principles and Strategies 03:39 Source Checking and Cross-Referencing 04:55 Automated Reasoning and LLM as a Judge 07:25 Enterprise Scale Detection Systems 07:59 Factual Consistency and Grounding Checks 11:39 Token Similarity and Model Drift 13:47 Review of Detection Processes 15:46 Setting Up an AI Firewall 18:05 Conclusion and Next Steps #ai #aihallucinations #grcmafia #aigovernance #llm