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Hallucinations and Why You Should Care as an AI Developer
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Join Vishnu Vettrivel, Founder and CEO at Wisecube AI, and Alex Thomas, Principal Data Scientist, as they explore the critical challenges of AI hallucinations and their impact on developers and businesses.
This webinar dives into creating reliable AI systems by addressing hallucinations, improving operational integrity, and enhancing reliability using tools like Pythia.
Here’s what you’ll learn:
• What AI hallucinations are in generative models and why they’re dangerous in mission-critical fields.
• The risks of high error rates in LLMs (up to 27%) leading to financial losses, reputational damage, and even risks to human lives.
• The biggest challenges with current solutions: scalability, explainability, and accuracy.
• How to extract and verify facts from text to minimise errors.
• Effective metrics and approaches to evaluate AI reliability.
We also cover regulatory frameworks, such as the EU AI Act, and discuss how developers can align their projects with emerging reliability standards.
Useful Links:
#AI #ArtificialIntelligence #GenerativeAI #MachineLearning #LLM
This webinar dives into creating reliable AI systems by addressing hallucinations, improving operational integrity, and enhancing reliability using tools like Pythia.
Here’s what you’ll learn:
• What AI hallucinations are in generative models and why they’re dangerous in mission-critical fields.
• The risks of high error rates in LLMs (up to 27%) leading to financial losses, reputational damage, and even risks to human lives.
• The biggest challenges with current solutions: scalability, explainability, and accuracy.
• How to extract and verify facts from text to minimise errors.
• Effective metrics and approaches to evaluate AI reliability.
We also cover regulatory frameworks, such as the EU AI Act, and discuss how developers can align their projects with emerging reliability standards.
Useful Links:
#AI #ArtificialIntelligence #GenerativeAI #MachineLearning #LLM
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