Xavier Blary’s Post

I've seen firsthand the incredible potential of AI, but I've also grappled with the complex challenges of ensuring its safety and security. In my latest article, I dive deep into the world of AI risk assessment and introduce the AI Risk Matrix - a powerful tool for navigating the uncharted waters of AI development and deployment. From my experiences on Capitol Hill to the cutting-edge work being done in AI red teaming, I share insights, examples, and practical strategies for mitigating risks and promoting responsible AI innovation. Whether you're an AI expert, a cybersecurity professional, or simply someone who cares about the future of this transformative technology, this article offers a unique perspective on one of the most critical challenges of our time. Join me in exploring the AI Risk Matrix and discovering how we can work together to build a safer, more secure future for AI. 🚀🔒

#GenAI presents a dual challenge for risk management, offering transformative opportunities while introducing new risks like bias and security vulnerabilities. EY's Sinclair Schuller, Samta Kapoor, and Kapish Vanvaria emphasize the need for a robust, adaptive risk framework leveraging #AI to enhance risk mitigation and ensure responsible deployment.

Great points on needing to think & refactor your risk management on multiple fronts as you adopt AI at scale. Sinclair, Samta & Kapish are driving some amazing next-gen work in this space. Well done! Take a read...

Google's SAIF Risk Assessment helps create an actionable checklist for practitioners responsible for securing their AI systems. #artificialintelligence #AI #dataprivacy #riskmanagement

The SAIF Risk Assessment helps turn SAIF from a conceptual framework into an actionable checklist for practitioners responsible for securing their AI systems...

National Institute of Standards and Technology (NIST) has recently published a draft publication "AI Risk Management Framework (AI RMF) Generative AI Profile" to specifically address the risks associated with GenAI. Under the broader context of NIST AI RMF, GenAI is one key use case to address from risk perspective. Why the targeted risk management? 👉 Identify and manage the unique risks, provided Generative models are the new and unknown horizons with unlimited possibilities and complex LLMs. What are the key risks associated with GenAI? 👉 Bias, Accuracy, security vulnerabilities, potential misuse Does NIST provide actionable guidance? 👉 While it is still in draft stage, NIST proposes over 400 potential actions that organizations can take to mitigate and manage these risks. These actions are customizable to organization's context and risk tolerances. Its not one size fits all, what's the best approach? 👉 Align the AI Security strategy with overall business strategy, goals and objectives. This profiling by NIST is being done through a collaborative process involving a public working group ensuring diverse range of perspectives and expertise. What other use cases can you think of? #NISTGenAI #NISTRMF #AIRiskManagement #RiskManagementFramework

🔒 Robust risk management is crucial to prevent and reduce AI's possible negative impacts and enhancing trust in your AI. But how to do it? In our latest blog, we walk through identifying, assessing, managing and monitoring AI risk throughout the entire AI product lifecycle. By reading the blog, you'll learn how to: 👀 Identify AI risks 📝 Document AI risks 🕵️♂️ Evaluate AI risks ☑️ Treat risks 🕵️♀️ Assess residual risk 🔎 Monitor AI risks Read the blog to get started with AI risk management: https://lnkd.in/egM5vC4B #AIrisks #RiskManagement #AIriskmanagement #AIgovernance

In the Era of #GenerativeAI, Establish a ‘Risk Mindset’ - https://buff.ly/4b7kSxJ #AI #risk #riskmangement #security #genAI #ITsecurity #infosec

I am thrilled to share that I have just completed the "Leveraging AI for Governance, Risk, and Compliance!" course on LinkedIn Learning. It was an incredibly mind-blowing learning experience, and I highly recommend it to anyone interested in artificial intelligence for business and governance risk management compliance. Check it out: https://lnkd.in/e_pzRsxK #artificialintelligenceforbusiness #governanceriskmanagementandcompliance #LinkedInLearning #ProfessionalDevelopment

Does OpenAI's release of GPT-4o increase the risk of emotional entanglement? Maybe. In this post I take a look at the National Institute of Standards and Technology (NIST) "Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile" and what it has to say about this risk.