🚀 𝗜𝗻𝗰𝗿𝗲𝗱𝗶𝗯𝗹𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴𝘀 𝗮𝘁 𝘁𝗵𝗲 𝗛2𝗢.𝗮𝗶 𝗚𝗲𝗻𝗔𝗜 𝗪𝗼𝗿𝗹𝗱 𝗖𝗼𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲! I was privileged to attend the H2O.ai GenAI World Conference yesterday, an unforgettable event packed with groundbreaking discussions, innovative workshops, and unparalleled networking opportunities. Thank you to Barclays for this amazing opportunity to dive into Generative AI and Model Risk Management innovations. K͟e͟y͟ ͟H͟i͟g͟h͟l͟i͟g͟h͟t͟s͟: 💡 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝘃𝗲 𝗜𝗻𝘀𝗶𝗴𝗵𝘁𝘀 𝗶𝗻 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗮𝗻𝗱 𝗙𝗶𝗻𝗮𝗻𝗰𝗲 The "AI for Finance" panel explored impactful topics like model governance, risk assessment, and the transformative applications of AI in finance. 💡 𝗣𝗶𝗼𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗔𝗽𝗽𝗿𝗼𝗮𝗰𝗵𝗲𝘀 𝗶𝗻 𝗠𝗼𝗱𝗲𝗹 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻 The session shared comprehensive frameworks for validating Large Language Models (LLMs), emphasizing robust testing and the importance of interpretability and explainability. 💡 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽𝘀 𝘁𝗵𝗮𝘁 𝗦𝗽𝗮𝗿𝗸𝗲𝗱 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 Interactive sessions such as hands-on training for combining predictive and generative AI and technical insights into AI agent deployment gave participants practical tools and knowledge to implement in their domains. 💡 𝗔𝗜 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 𝗮𝗻𝗱 𝗦𝘁𝗼𝗿𝘆𝘁𝗲𝗹𝗹𝗶𝗻𝗴 Sri Satish Ambati's inspiring keynote emphasized the democratization of AI and the importance of aligning purpose with effective communication. 💡 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗔𝗜 𝗟𝘂𝗺𝗶𝗻𝗮𝗿𝗶𝗲𝘀 Meeting with visionaries during the conference provided invaluable perspectives on the evolving data science landscape. This conference was a treasure trove of knowledge and connections. Thanks to Lisa Farkovits and Tanmoy Ghosh for providing this opportunity. Model risk management team at Barclays including Kaushal (Kash) Agrawal, Jason Tuo, Rui Zhang, Ph.D., FRM and myself witnessed the event and we are thrilled to apply these insights to our work and contribute to the AI community. Here's to advancing responsible AI innovation together! #H2OGenAIWorld #GenerativeAI #AIForFinance #ModelRiskManagement #Barclays #AIInnovation
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Nextgov/FCW interviewed leading industry technologists about how the private sector is employing executives in charge of the emerging technology. Top three takeaways: 👉 The Chief AI Officer (CAIO) role is expanding 👉 Business understanding is crucial for success 👉 Balancing AI innovation with risk management is key Read on to learn more: https://imsap.co/6045s4mnf
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nextgov.com
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Nextgov/FCW interviewed leading industry technologists about how the private sector is employing executives in charge of the emerging technology. Top three takeaways: 👉 The Chief AI Officer (CAIO) role is expanding 👉 Business understanding is crucial for success 👉 Balancing AI innovation with risk management is key Read on to learn more: https://imsap.co/6047st0U9
Industry’s take on the chief artificial intelligence officer role
nextgov.com
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🎥 Unleashing the power of data & AI at Natixis in Portugal Today, we're excited to share key takeaways from our Dataiku Summit held last month. In this video, we delve into how Groupe BPCE is leveraging data and AI to revolutionize their business through: - Actionable AI: BPCE teams have used AI for years, focusing on real-world applications like risk management and anti-fraud processes. - Democratizing Data: The teams are committed to making #EverydayAI a reality! They recognize the transformative potential of AI across all departments and have dedicated teams to explore over 100+ data-driven projects. Watch the video to learn more about BPCE's journey towards a data-driven future!
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Just in time for our AI in the Financial Services Industry Conference (27 June) at LUC, Citi Bank “estimate[s] the global banking sector 2028E profit pool could increase 9% or $170 billion from the adoption of AI…”See Citi, AI in Finance, Bot, Bank & Beyond, June 2024. This premier event brings together leading experts and industry executives to explore innovative applications of artificial intelligence in the financial sector. Don’t miss the opportunity to hear from our keynote speaker, Agus Sudjianto, former EVP, Head of Corporate Model Risk at Wells Fargo, who will set the stage for a day packed with valuable insights and strategic discussions. This year’s conference will delve into critical topics such as GenAI for process improvement, strategic AI deployment blueprints, and the challenges of navigating AI in a heavily regulated environment. You’ll gain in-depth perspectives on the regulatory environment, cybersecurity risks, and model risk management. Registration is open to senior level executives working in the financial services industry and academia. More information can be found here: https://bit.ly/3OvwRdN (link also in comments below)
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luc.edu
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I recently attended the Financial Services Forum at Databricks Data+AI Summit and was truly impressed by the insightful and well-organized session. I've summarized three of my favorite use cases from the event featuring S&P Global, J.P. Morgan, and TD Bank. Junta N. #Databricks #AI #LLM #Data #dataaisummit
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AI Risk Looms Large in the Boardroom Public company board members say the swift rise of AI in the workplace is an issue that is keeping them up at night. Some board members point to recent concerns around employees putting proprietary code and documents into ChatGPT, companies using generative AI to incorrectly source content or worries about so-called #hallucinations where generative AI produces false or inaccurate information. Adding to their nightmares, board members worry that they could be held liable in the event AI solutions offered by Microsoft Google Meta and Salesforce leads to company problems. In recent years, some legal actions from shareholders have focused on whether board members—not just executives—exercised sufficient oversight of company risks. Board members, or directors, sit a level above management. Their job is to take a more independent view of company oversight, from risk management to culture to hiring the next CEO. Emerging technologies have been both a boon and a headache for companies. Now that AI is front and center, board members are on the front lines of making rules on where and how it should be used—guidelines that could be crucial to the course of the powerful and fast-evolving technology. AI Takes Center Stage AI’s rapid rise has many boards racing to catch up. In 2023, 95% of directors said they believed the increased adoption of AI tools would affect their businesses, while 28% said it wasn’t yet discussed regularly, according to a survey of 328 public-company board members by the National Association of Corporate Directors, the largest trade group for board members. That is changing as more board members say they are educating themselves on how generative AI can affect a company’s profit—potentially boosting productivity but also bringing risks that will be difficult to assess. AI Best Practices > Bad data is a leadership problem - make sure your C-level leadership prioritizes not just AI, but enterprise data strategy > Set-up a cross functional team that evaluates AI initiatives and reports to the C-suite to streamline the best projects, while killing the science projects and dangerous projects > Create a "state-of-AI" review and report for Board consumption quarterly. Increase visibility and awareness of projects, impact, and risk Credit Emily Glazer, Wall Street Journal #genai #ai #llm #risk #leadership #innovation #legal #bigdata #data Terzo
Why AI Risks Are Keeping Board Members Up at Night
wsj.com
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Making Everyday AI a reality Actionable AI focusing on real-world applications like risk management and anti-fraud processes.
🎥 Unleashing the power of data & AI at Natixis in Portugal Today, we're excited to share key takeaways from our Dataiku Summit held last month. In this video, we delve into how Groupe BPCE is leveraging data and AI to revolutionize their business through: - Actionable AI: BPCE teams have used AI for years, focusing on real-world applications like risk management and anti-fraud processes. - Democratizing Data: The teams are committed to making #EverydayAI a reality! They recognize the transformative potential of AI across all departments and have dedicated teams to explore over 100+ data-driven projects. Watch the video to learn more about BPCE's journey towards a data-driven future!
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AI’s rapid rise is keeping board members up at night. Just under six months ago, I had the privilege of speaking at the Digital Trust Summit, cited in the article and founded by the incredible Dominique Shelton Leipzig. There, we helped public company board members get a better handle on AI risks. As AI becomes increasingly central to business strategy, boards are becoming more sophisticated in their discussions—but the pace of change is grueling. Here are three things boards should do today: 1. Inventory AI risks: Start by identifying where AI is being used and assessing the level of exposure. Quantify the number of users, pinpoint areas of likely risk, and consider the cost of potential mistakes. Ask questions about privacy, reputational risk, and consumer trust. Prioritize based on both the risk and the value created for the organization and your customers. 2. Commit to continuous learning: With AI rapidly transforming business practices, it’s crucial that directors, especially those not actively involved in day-to-day operations, stay informed. This ongoing education will ensure that they can keep pace with AI’s ever-changing landscape. 3. Complement existing expertise with AI governance capacity: Involve AI experts—through dedicated AI councils or external advisors with the right credentials. I’m grateful for the leadership of IAPP - International Association of Privacy Professionals who have created one of the first formal certifications in AI Governance. Thanks to Dominique’s leadership and the support of leaders like Mike Gustafson, we’re advancing responsible AI governance. Further was proud to support this important event, and we're excited to keep driving these conversations forward. One thing is clear—there’s no one-size-fits-all approach to AI governance. Check out the full article below 👇 Is your board ready?
Why AI Risks Are Keeping Board Members Up at Night
wsj.com
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