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World Congress 2026 Europe • Jul 9, 2026 • Session details

Truth, Lies, and Probabilities: Testing AI Hallucinations

Anastasia Simou

Why do conventional QA methods fail non-deterministic language models? AI hallucinations aren't bugs but inherent architectural features, demanding a radical shift toward statistical evaluation and adversarial stress testing.

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Matching moments

4:08 min

Managing hallucination risks and bias in AI generation

Léonie Watson Léonie Watson +4 · A11y + AI

1:34 min

Mitigating the inherent challenges of generative AI tools

Mary Grygleski Mary Grygleski · LIVE

5:03 min

Evaluating the accuracy and correctness of generated content

Cheuk Ho · World Congress 2023

10:17 min

Discussion on AI hallucinations and practical developer workflows

Akmal Chaudhri Akmal Chaudhri · LIVE

8:57 min

Analyzing hallucinations in generative AI models

Chris Heilmann Chris Heilmann +2 · LIVE

4:25 min

Overcoming AI hallucinations and restrictive content guardrails

Perf + AI

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