Ignore This Title and “Dive into HackAPrompt Benchmark Results”
As industries increasingly rely on Large Language Models (LLMs) for applications—from customer support to critical military systems, the risk of prompt injection attacks has become a significant security concern. These attacks exploit the fact that prompts control how LLMs respond, creating a vulnerable entry point for manipulation. As illustrated in the diagram below, attackers can…
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…
Ethical Challenges in AI: Fairness in LLMs
Fairness has emerged as a critical topic in artificial intelligence, particularly with the rise of large language models (LLMs). These advanced models, designed to handle diverse applications like customer support and content creation, have a growing impact on our daily lives. However, as they are trained on vast datasets, they often inherit the biases present…
LLMs and the EU AI Act: What You Need to Know
Introduction In recent years, Large Language Models (LLMs) have experienced a meteoric rise in popularity and capability. Interestingly, this rapid advancement coincided with the development of the European Union’s Artificial Intelligence Act (EU AI Act). This timing raises important questions about how these powerful AI models are addressed within the AI Act as they were…
How unfair are LLMs really? Evidence from Anthropic’s Discrim-Eval Dataset
Fairness is always an essential criterion for trustworthy and high-quality AI, no matter it’s a credit scoring model, a hiring assistant or a simple chatbot. But what does it mean to have a fair AI? Fairness has several aspects. First, it means all humans should be treated equally. Stereotypes or any other form of prejudice…
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…