AI Risk

𝘈𝘐 𝘪𝘴 𝘳𝘦𝘴𝘩𝘢𝘱𝘪𝘯𝘨 𝘵𝘩𝘦 𝘢𝘣𝘪𝘭𝘪𝘵𝘺 𝘰𝘧 𝘤𝘰𝘮𝘱𝘢𝘯𝘪𝘦𝘴 𝘵𝘰 𝘤𝘰𝘮𝘱𝘦𝘵𝘦. Are you ready? In our latest edition of AI Risk & Strategy, we introduce our new '𝟵 𝗧𝘆𝗽𝗲𝘀 𝗼𝗳 𝗢𝗿𝗴𝗮𝗻𝗶𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻' 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸— a strategic vision for building AI-powered enterprises. Stimulated by Jensen Huang's vision of 100 million AI assistants augmenting Nvidia's human workforce, this framework helps traditional companies understand how to fully leverage AI to amplify workforce capabilities. The 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 highlights how nine distinct types of 𝗚𝗲𝗻𝗔𝗜-𝗲𝗻𝗮𝗯𝗹𝗲𝗱 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 𝗮𝗻𝗱 𝘄𝗼𝗿𝗸𝗲𝗿𝘀 ("synthetic employees") can help companies win in their markets. It's not about a distant future; it's about what's possible today, and making effective moves now. We share tangible examples and case studies. The framework shows how companies can achieve hybrid human-digital workforces to "𝗱𝗼 𝗺𝘂𝗰𝗵 𝗺𝗼𝗿𝗲 𝘄𝗶𝘁𝗵 𝗹𝗲𝘀𝘀." AI is not just about personal productivity and efficiency—it's about achieving strategic agility and redefining competitive advantage. Are you ready to augment your organization? Please read and share the full article to explore the '9 Types' and see how AI could transform your business. ☎ And please do get in touch if you'd like to know how to apply it to your company... 🏋♀️ Many thanks again to my colleagues at AI Risk for fantastic input to the framework, including in particular Yannick Even and Stephan Thoma. =========== For more on AI Risk & Strategy, subscribe to our newsletter: https://lnkd.in/ez2qRx_z #AI #OrganisationalAugmentation #FutureOfWork #GenAI

The 18 Reasons Why Complex Systems fail is a classic (and short! everything is in the images). Complex systems fail for complex reasons, and only adaption & learning by organizations, as well as individual actions, keep us safe. I gave the document to Claude to come up with more rules (with black background) and dang it, they are pretty spectacular on just the first try. Number 25, "Modern systems conflate efficiency with resilience" is especially great, as are 22 "System success paradoxically increases fragility" and number 23 on mental models.

🔥 WEEKEND READ🔥 The Future Of AI: Expert Insights From Industry Professionals CapGemini with a LONG and THOUGHTFUL read on AI that is a perfect "Weekend Read." This read is epic and covers AI from virtually every angle. It doesn't shy away from AI's problems and is a credit to the author, Capgemini. 🫡 I salute Capgemini for producing excellent research covering everything from AI to payments. Their reports are simply some of the best in the business. Did you hear that, McKinsey?👂 Remember as you read this "tome" that all the people interviewed are in the AI business. They are not disinterested or objective. They want you to see the bright future of AI that they see. That isn't all bad. We can learn a lot from them, and their optimism is contagious. That said, remember that this document might minimize the pitfalls, trials, and difficulties many will face on the road to AI adoption. Perhaps this isn't the place to highlight them as it sells an important vision, but do keep that in mind! That's why I recommend not reading this as a "how to" guide, but as an inspirational read to help direct you to the possible better futures we can all have with AI. Plenty of other documents will deal with the risks to avoid along the way! If you keep that in mind, it's a fabulous long-read and is inspirational. ✍️What do you think? Am I too harsh, or is that helpful? Obviously, they all want to sell you on AI. Show me the money! ♻️Reposters you are the best! Thanks so much for sharing! ---------------------- 💥 My name is Rich, I’m not an AI I write quality content for human interaction. 🔺 #Fintech, #AI and #Tech at the speed of #Asia and #China. 🔺Onalytica No.4 Global Fintech Influencer with two best-sellers. Like this post? Want to see more? 🔝 Follow me. 🚀 Click on “view my blog” 🔗 for more!

What do we want an AI-driven world to look like, and are we on the right track to get there? "Assessing potential future artificial intelligence risks, benefits and policy imperatives", a new report from the OECD, distils research and expert insights on prospective AI benefits, risks and policy imperatives. READ THE REPORT 👉 https://lnkd.in/eAf2PyEZ As the swift evolution of AI technologies calls for policymakers to consider and proactively manage AI-driven change, the report identifies ten policy benefits and risks to prioritise. Finally, it enumerates actions that policymakers can take to fill the gaps with a comprehensive set of approaches. The report was guided by the OECD’s Expert Group on AI Futures, a group of international AI experts established to help understand and anticipate how AI could develop and the potential impacts on our societies. A special thanks to the group's co-chairs, Francesca Rossi, Michael Schönstein and Stuart Russell, for their guidance. Ulrik Vestergaard Knudsen Jerry Sheehan Audrey Plonk Karine Perset Celine Caira Luis Aranda Jamie Berryhill  Lucia Russo John Leo Tarver ⒿⓁⓉ #aipolicy #artificialintelligence #trustworthyai

🔥 MUST READ🔥 FSB's AI Warning: Amplifies Vulnerabilities Despite its Benefits Better late than never, the Financial Stability Board (FSB) finally acknowledges that AI may negatively impact stability and amplify vulnerabilities. If you thought using AI to control nuclear arms was a bad idea, wait until you see the FSB's list of problems with AI in financial markets. The truth is that the FSB doesn’t know AI’s impact. AI is so new and unevenly disbursed within the financial system that no one, including the FSB, can determine where the vulnerabilities lie. That isn’t to say that we should fear a crash tomorrow, but we should be mindful of AI's potential impact on stability. Remember programmatic trading? This predicament will seem eerily similar for those old enough to remember flash crashes and the impact of programmed trading on markets. Like AI, no one knew how widely disbursed programmed trading was or what would happen if all the programs sold stocks at once until it happened. I suspect our next AI crash will be similar! 👉VULNERABILITIES 🔹 Third-party dependencies and service provider concentration: Greater reliance on and market concentration among AI service providers can increase systemic third-party dependencies in the financial sector. 🔹 Market correlations: AI-driven correlation vulnerabilities could interact negatively with increasing levels of automation in financial markets and greater speed and accessibility. 🔹 Cyber threat: LLMs and GenAI could enhance cyber threat actors’ capabilities and increase the frequency and impact of cyber-attacks, including those on vendors. 🔹 Model risk, data quality, and governance: Wider uptake of complex AI approaches could increase model risk for FIs that cannot effectively validate, monitor, and, when necessary, correct AI models. 👊STRAIGHT TALK👊 I am the first to admit that your broker’s chatbot won’t likely cause a crash and that many AI uses are benign.  That said, many new AIs are quietly being brought online for their predictive power, and we don’t know where they are concentrated. We do know that most AIs are black boxes, and their masters can’t fully predict their actions, making them less predictable than programmatic trading. For one example, look at Ant International’s latest product for corporate treasury management, which predicts currency exchange rates hourly to help reduce transaction costs. While treasury transfers won't tank markets, they’re a great example of how AI and pricing are connected and likely already deeply buried in markets. AI is great, but someone better get busy regulating it before we repeat another flash crash or worse. ✍️ Am I too pessimistic, or can you see the next AI flash crash coming, too? ♻️Reposters you are the best! Thanks so much for sharing! ---------------------- 💥 My name is Rich; I’m not an AI; I like to write! 🔺 #Fintech, #AI and #Tech at the speed of #Asia and #China. Want to see more? 🔝 Follow me.

#Futurise Season 2 Episode 2 Further exploring the Art of the #AgenticAI Possible with Simon Torrance, #CEO and #Founder of AI Risk. It is a fascinating conversation about what is now possible with AI teams, or AI team members in the organisation. Of course, beyond "what is possible", the question is also "what is right?" How do we find the right balance between human and AI team members, and how can we apply the concept of High Performing Teams to hybrid teams? We start the conversation in this episode, and will continue to return to it in future episodes throughout this season. My thanks to Simon for joining me as my guest in this episode and sharing his insights and experience in this fast accelerating topic of Agentic AI. #AITeamMembers #HighPerformingHybridTeams

THOUGHT LEADERSHIP: Simon Torrance, Founder and CEO of AI Risk, describes what he sees as the most advanced deployment of ‘Agentic AI’ anywhere in the insurance industry today, setting it in the context of other forms of AI-enabled augmentation and automation, and proposing a holistic approach to AI strategy that will help companies succeed in the Age of AI. Read the full story here: https://lnkd.in/eQj7SZJd #insurtechinsights #thoughtleadership #ai #innovation #insurance

"𝐀𝐈 𝐇𝐲𝐩𝐞 𝐯𝐬. 𝐑𝐞𝐚𝐥𝐢𝐭𝐲: 𝐰𝐡𝐞𝐫𝐞'𝐬 𝐭𝐡𝐞 𝐭𝐫𝐮𝐞 𝐑𝐎𝐈?" - it's the question on the lips of most leaders today, and the focus of the '𝐀𝐈 𝐕𝐢𝐬𝐢𝐨𝐧𝐚𝐫𝐢𝐞𝐬 𝐂𝐥𝐮𝐛's first roundtable on 5th Dec: https://lnkd.in/ez8izUTH. Delighted to be joined by two world-class experts - David Shrier, Professor of Practice, AI & Innovation at Imperial College Business School and MD of Visionary Future LLC, and Dr Paul Dongha, Head of Responsible AI & AI Strategy at NatWest Group - who will be stimulating a 'curated discussion' with specially-invited senior execs from across sectors. Many thanks in advance to Atomico for hosting the event at their lovely offices in Fitzrovia and to my team at AI Risk for organising it. We will be developing the Club in line with the needs of our community... This first event is 'invitation-only'. If you are leading AI strategy at a large enterprise and are interested in joining the roundtable, do get in touch - we have a few spaces available. If you are interested in the Club in general, please reach out to me via a Direct Message... =========== In the meantime, for more on AI Risk & Strategy, do subscribe to our newsletter: https://lnkd.in/ez2qRx_z