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What's New: Companies are accelerating the adoption of AI agents—autonomous generative AI systems that make decisions independently. While these systems promise efficiency and capability, they ...

What is Shadow AI? Shadow AI refers to artificial intelligence systems or tools that employees or departments use without official approval or oversight from their organization's IT or security teams.

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 ...

AI auditing is the practice of assessing, mitigating, and assuring an algorithm’s safety, legality, and ethics. Comprehensive audits encompass the entire pipeline of the system’s life cycle, ...

What is data contamination? LLMs get their general knowledge of the world from pretraining, where they are fed a wide variety of information from hundreds of thousands or even millions of sources. If ...

1. Pre-processing algorithms Pre-processing methods are focused on the first stages of the training process, changing or adjusting the dataset to remove bias before using it as input for an ML model, ...

AI regulation is coming, transparency is a first step AI risk management will soon be codified by regulations that are being proposed around the world. The European Union’s proposed AI Act aims to ...

Sources of Bias Bias in AI systems originates from various sources, such as biased data, algorithmic design, and human involvement. Biased data can arise when training datasets reflect societal ...

As part of our ongoing commitment to AI safety and reliability, Holistic AI conducted a preliminary audit of xAI's latest model, Grok-3. This evaluation offers critical insights into Grok-3's ...

Human-in-the-Loop AI (HITL) addresses the need for human oversight and accountability. Unlike fully autonomous AI systems that operate without human intervention, HITL AI involves humans at critical ...

The definition of AI transparency Artificial intelligence (AI) is a broad term that describes algorithmic systems that are programmed to achieve human-defined objectives. Many of these systems are ...