Holistic AI

🤔 What is AI Assurance? AI Assurance is the process of declaring that a system conforms to predetermined standards, practices or regulations. Learn about the key components of AI assurance and its role in responsible AI development: https://lnkd.in/e_rT73e4 #AI #AIAssurance #ResponsibleAI #AIGovernance

📢 New blog post: 5 Essential Features to Look for in AI Governance Software Effective AI governance is essential for ensuring that AI systems are transparent, compliant, secure, ethical, and scalable. In our latest blog post, we explore five key features every organization should look for in AI governance software. Read here: https://lnkd.in/evMcCGst #AI #AIGovernance #ResponsibleAI

"Sixty-five percent of executives in a recent McKinsey & Company study report their organizations are regularly using generative AI in at least one business function, up from just one-third last year." We're excited to be featured in this insightful piece from CGT - Consumer Goods Technology: "Closing the Generative AI Gap". Read here: https://lnkd.in/erAmXWJg #GenerativeAI #ResponsibleAI #EthicalAI

Towards algorithm auditing: A research overview 👉 https://lnkd.in/ehvspdxY Like financial audits, algorithm audits are becoming the norm in AI. However, this success heavily depends on how effectively it is systematised, scaled, and standardised. In a recent paper, Holistic AI leverages multidisciplinary expertise and practical, real-world insights to present an iterative framework for algorithm auditing with four key dimensions, as seen in the figure below. Adriano Soares Koshiyama, Airlie Hilliard, Siddhant Chatterjee and Emre Kazim give us an overview in this blog post. Karine Perset Celine Caira Luis Aranda Jamie Berryhill  Lucia Russo Noah Oder John Leo Tarver ⒿⓁⓉ Rashad Abelson Angélina Gentaz Valéria Silva Bénédicte Rispal Johannes Leon Kirnberger Eunseo Dana Choi  Pablo Gomez Ayerbe Sara Fialho Esposito Nikolas S. Sarah Bérubé Guillermo H. #algorithms #audits #artificialintelligence #trustworthyai #aipolicy

👉 LLM audits explained Large language model auditing is not merely a technical necessity but a crucial matter of ethics. These models are trained on extensive datasets that, if not properly vetted, can lead to the propagation of biases, misunderstandings, or even the dissemination of false information. Learn about how to audit large language models: https://lnkd.in/d7UjteJ9 #AI #LLM #LLMAudit #AIAudit #EthicalAI #ResponsibleAI 

🌟 Framework for LLM Audits Our latest blog post looks into the crucial aspects of auditing large language models. These advanced AI systems are revolutionizing tasks such as text generation, translation, and summarization. Given their massive influence, it is important to make sure that LLMs are audited so that biases and risks can be identified. Read more here: https://lnkd.in/eQPDCGAm #AI #LLM #Audit #AIEthics #BiasMitigation

🌟 Navigating the LLM Benchmark Boom: A Comprehensive Catalogue From chatbots to automated content generation, LLMs are transforming AI, but how do we ensure their optimal and ethical performance? Benchmarks provide standardized methods to measure and compare AI models, ensuring consistency, reliability, and fairness. This blog post presents a comprehensive catalogue of benchmarks, categorized by their complexity, dynamics, assessment targets, downstream task specifications, and risk types. Whether you are a researcher, developer, or enterprise, understanding these distinctions will help you navigate the LLM benchmark boom effectively. Read here: https://lnkd.in/ewi3FAKr #AI #LLM #EthicalAI #AIGovernance

💫 New blog post: AI Governance in Financial Services AI is transforming the financial services sector, enhancing efficiency, accuracy, and customer experience. This blog post explores the pivotal role AI plays in financial services and provides a detailed guide on implementing AI governance. Read here: https://lnkd.in/eCgXVS7R #AI #FinancialServices #AIgovernance #Fintech #ResponsibleAI

🚀 Exciting Announcement! We are thrilled to introduce the Holistic AI Tracker Feed and Expert Community, your ultimate source for updates on AI regulation, legislation, legal actions, penalties, fines, and standards from around the globe. With regularly-posted content, the Feed connects you with experts in policy, law, business psychology, computer science, and more, all focused on AI Governance. 👉 Create a free account to stay up to date with the latest developments: https://lnkd.in/efmEmWmb #AI #AIGovernance #AIRegulation #AICommunity #AITracker

This month’s edition of Tracked is here to provide you with a roundup of the developments in the AI Governance ecosystem this month - with a special announcement at the end!👀 Check it out below 👇 #AIGovernance #AIethics #ResponsibleAI #AIcompliance