One platform for AI you can trust. Holistic AI is an AI Governance platform that empowers enterprises to adopt and scale AI confidently ...

‍ AI agents offer enterprises a transformational leap—not just in what gets done, but how it gets done. Their impact stems from the powerful intersection of: Speed AI agents operate 24/7 without ...

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 ...

As artificial intelligence continues to integrate into our daily lives, it is paramount to ensure new and popular models remain safe and reliable. At Holistic AI, we are committed to rigorous testing ...

The Threat of Membership Inference Attacks (MIA) One of the most common ways privacy risks manifest in ML is through membership inference attacks (MIA). In these attacks, the adversary attempts to ...

AI is transforming every business function, and enterprises must quickly embrace and operationalise AI to stay competitive. Traditional governance tools were not designed to manage risk of AI systems ...

The use of Large Language Models (LLMs) in hiring has led to legislative actions to protect vulnerable demographic groups. This paper presents a novel framework for benchmarking hierarchical gender ...

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.

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 ...

Assessing bias in LLMS In a previous blog about benchmarks, we introduced the BBQ, BOLD, and JobFair benchmarks for LLMs, all of which are specifically used to identify bias in LLMs. As seen in the ...

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 ...