EUROPE'S PREMIER GATHERING FOR INDUSTRY LEADERS IN AI GOVERNANCE

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Clara Higuera

Responsible AI Lead BBVA

Responsible AI Summit Main Conference Day 1 - Tuesday 23 September

11:00 AM Presentation – From Foundation to Application: Measuring Language- and Culture-Specific Bias in LLM-Powered Applications

How do LLMs behave across different languages and cultural contexts — and what does this mean for fairness in real-world deployments? Clara, Responsible AI lead at BBVA, is translating her applied research on multilingual LLM bias into concrete methodologies to evaluate bias in LLM-powered applications. Her work focuses on identifying performance disparities across demographics and vulnerable groups that could lead to discriminatory outcomes.

Using control and adversarial testing, as well as cultural probing, to surface hidden biases in LLM-powered applications
Adapting open-domain bias metrics to enterprise-specific use cases and decision contexts
Integrating fairness assessments into scalable pipelines with sociotechnical oversight
Embedding bias evaluations into product workflows to support accountable, trustworthy, human-centered AI

Check out the incredible speaker line-up to see who will be joining Clara.

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