Bias in artificial intelligence systems is a critical issue that affects fairness and trust in these technologies. It can manifest in various forms, such as gender, race, age, and socio-economic ...

Learn about bias mitigation strategies in classification tasks. Explore methods to address bias and promote fairness in machine learning models.

What actions have been taken against companies illegally using AI in Europe? The majority of the penalties and fines issued for AI thus far have been in the EU as authorities have cracked down on the ...

This blog post will provide an overview of what data contamination is, why it can be harmful, how to detect it, and how to mitigate it in the context of LLMS.

Brazil takes the lead in South America's AI regulation, proposing three laws to govern ethical AI development, building on a comprehensive AI strategy.

Discover Spain's AI regulation initiatives, including the EU AI Act sandbox, National AI Strategy, and Europe's 1st AI Supervisory Agency.

This blog post presents a comprehensive catalogue of benchmarks, categorized by their complexity, dynamics, assessment targets, downstream task specifications, and risk types.

Explore AI transparency and explainable AI, their importance, and how Holistic AI helps build trust, governance, and clarity in AI systems.

Recommendation systems have become ubiquitous in our digital lives, influencing the content we consume, the products we purchase, and the information we encounter online. Fuelled by vast amounts of ...

Explore the EU AI Act's influence on autonomous vehicles, ensuring innovation while addressing safety and legal concerns in AI development.

Discover how to protect your enterprise from Shadow AI risks. Learn to detect unauthorized AI usage, ensure compliance, and securely harness AI's potential.

What does an AI auditing process involve? Algorithm auditing is an ongoing process that requires holistic knowledge of a system, including the context it is used in, what it was designed to do, and ...