Navigating the EU AI Act’s Classification for AI Systems: How to determine your Obligations?
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Navigating the EU AI Act’s Classification for AI Systems: How to determine your Obligations?

The EU Artificial Intelligence Act (AI Act), the world’s first comprehensive legal framework for AI regulation, entered into force on August 1, 2024. The EU AI Act aims to safeguard fundamental rights and minimize harm by regulating AI usage within the European Union. Moreover, its reach extends beyond EU-based organizations, applying to any entity using…

From Compliance to Innovation: Leveraging ISO/IEC 42001 for AI Excellence 
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From Compliance to Innovation: Leveraging ISO/IEC 42001 for AI Excellence 

Artificial intelligence (AI) technologies are developing rapidly, bringing significant responsibilities for organizations in terms of ethics, security, and governance. ISO/IEC 42001 published in 2023 plays a crucial role in ensuring the responsible development or use of AI Systems.   In this article, we delve into ISO/IEC 42001, highlighting its essential components and the benefits it…

Bias in Legal Trials: The Role of Validaitor in Enhancing Judicial Fairness
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Bias in Legal Trials: The Role of Validaitor in Enhancing Judicial Fairness

Legal trials epitomize fairness and justice, where everyone is treated equally before the law. However, conscious and unconscious biases can infiltrate the judicial process, affecting outcomes and undermining public trust. With the advent of technology, particularly large language models, there’s potential to address these biases, but it comes with its challenges. The Presence of Bias…

Introduction to how to jailbreak an LLM
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Introduction to how to jailbreak an LLM

A detailed instruction on how to build a bomb, a hateful speech against minorities in the style of Adolf Hitler or an article that explains why Covid was just made up by the government. These examples of threatening, toxic, or fake content can be generated by AI. To eliminate this, some Large Language Model (LLM)…

Towards Quality Assurance in Machine Learning
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Towards Quality Assurance in Machine Learning

I had a chance to attend the PyConDE & PyData Berlin event this year where I gave a talk on machine learning (ML) testing and validation. Now the recording is available on YouTube and if you’re interested in how to bring “quality management” in machine learning pipeline, you may find the talk interesting. I also…