Elemental Cognition

In a recent episode of The Chief AI Officer Show, Dr. Philipp Herzig, Chief AI Officer at SAP, offers insights into why many companies struggle with enterprise-scale AI adoption despite recognizing its tremendous potential. Initial proofs of concept are easy, but deploying AI in production involves overcoming compliance, performance, and cost challenges. Addressing these "enterprise readiness" aspects is crucial for successful AI integration. ? Listen now for more of Philipp’s wisdom! Full episode here: https://lnkd.in/dbxfKkih #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer

? In a recent episode of the Chief AI Officer podcast, Matt Lewis, Global Chief Artificial and Augmented Intelligence Officer at Inizio Medical, explains how AI aids in drafting precise medical documents by providing relevant references for different audiences. Despite challenges, AI solutions enhance the efficiency of medical writing, ensuring impactful communication for both academic and clinical audiences. ? Tune in now for more of Matt’s insights! Full episode here: https://lnkd.in/dgBbmRbj #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer

??? New Podcast ??? In our latest episode, Ben is joined by Matt Lewis, Global Chief Artificial and Augmented Intelligence Officer at Inizio Medical, who talks about the transformative power of AI in the life sciences industry. From harmonizing internal narratives to leveraging generative AI for consistent communication, Matt shares valuable insights on how AI is reshaping the landscape. Here are three key takeaways: ?The critical importance of harmonizing internal narratives to maintain consistent communication across various platforms and audiences. ?How generative AI can enhance the ability of medical writers by providing comprehensive research and draft recommendations. ?The value of involving both champions and detractors early in the process to ensure successful AI implementation. Tune in to explore these insights and more! Full episode here: https://lnkd.in/dgBbmRbj ?? Listen on Apple: https://lnkd.in/d8WqdiW8 ?? Tune in on Spotify: https://lnkd.in/dGcrNAKr ?? Watch on YouTube: https://lnkd.in/dgBbmRbj #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer

? In a recent episode of The Chief AI Officer Show, Dr. Philipp Herzig, Chief AI Officer at SAP, explains how an established ethics policy emphasizes values like human agency, transparency, and bias-freeness. These values are operationalized from idea inception to production, ensuring ethical AI development. If this approach is ingrained in a company's standard procedures, they can ensure consistent adherence to ethical standards. Listen now for more of Philipp’s wisdom! Full episode here: https://lnkd.in/dbxfKkih #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer

Despite huge potential, enterprise adoption of gen AI is low today. Launching customer service chatbots and Retrieval Augmented Generation (RAG) pilots is easy. Deploying gen AI at scale in production is a totally different story. SAP’s Chief AI Officer, Dr. Philipp Herzig, outlines some major challenges with gen AI and enterprise readiness: - SOC compliance - GDPR and privacy issues - Performance concerns - Cost control Turns out, deploying gen AI in production is a lot harder than many people anticipated. Check out the full episode to learn how SAP is addressing this and more as it rolls out generative AI to its customers. Links in comments.

?? New podcast ?? In our latest episode of the Chief AI Officer, Ben chats with Dr. Philipp Herzig, CAIO at SAP. They discuss the current state and future of enterprise AI, the importance of responsible AI practices, how to establish foundational guidelines for its use, and how to prioritize AI initiatives for maximum value. Here are three key takeaways: ? The tremendous potential for impactful use cases, but requires careful prioritization and strategic implementation. ?Emphasizing transparency, bias-freeness, and explainability to ensure ethical AI deployment. ?The importance of soft skills, comprehensive strategy development, and customer-centric approaches for aspiring AI leaders. Tune in now for more of Philipp’s insightful perspectives. ?? Listen on Apple:?https://lnkd.in/dUvwzBNs ?? Tune in on Spotify:?https://lnkd.in/djTk2FfT ?? Watch on YouTube:?https://lnkd.in/dQyRJ_JN #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer

Good AI ethics policy defines what shouldn't change all the time: your values. Here are 3 core values that make up SAP's AI ethics policy from my recent conversation with their Chief AI Officer Dr. Philipp Herzig ?? 1. Enable human agency and oversight. 2. Ensure transparency and explainability. 3. Address bias and discrimination in model output. How does this impact how AI projects are rolled out at SAP? Any project, whether at the idea stage or fully in production, is repeatedly evaluated against those values. Doing this consistently ingrains AI ethics into your standard development procedures over time. I learned a lot from this conversation. Check out the full episode to get strategic and tactical advice from a CAIO at one of the world's largest software companies. Links in comments.

In a recent episode of the Chief AI Officer show, Peter Voss, Founder, CEO, & Chief Scientist of Aigo.ai - The Company with a Direct Path to AGI, explains why CEOs and other business-focused leaders can be misled into investing heavily in LLMs without understanding their true applicability and limitations. This can lead to costly and unnecessary implementations. Tune in now to learn more about the true pros and cons of LLMs! Full episode here: https://lnkd.in/dWtpAsCq #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer

Great to see Elemental Cognition featured in this New York Times article about why large language models have a math problem, and how we’re fixing that at EC. “The world’s smartest computer scientists, it seems, have created artificial intelligence that is more liberal arts major than numbers whiz.” “Chatbots like Open AI’s ChatGPT can write poetry, summarize books and answer questions, often with human-level fluency. These systems can do math, based on what they have learned, but the results can vary and be wrong. They are fine-tuned for determining probabilities, not doing rules-based calculations. Likelihood is not accuracy, and language is more flexible, and forgiving, than math.” A wise perspective from Steve Lohr, especially important for a wide class of enterprise applications. Delivering AI that reliably solves mathematical optimization problems to automate complex decisions for businesses accurately and transparently is what we’re all about at EC. Read the full article here: https://lnkd.in/ewvX3HmQ

How can generative AI improve code and reduce defects?????? On a recent episode of the Chief AI Officer podcast, Steven Hall, President and CAIO of ISG (Information Services Group), talks about how GenAI is transforming code quality and security. With reduced defects and testing time, software development becomes more efficient and delivers higher quality products faster, which means they can get to market more quickly as well. Tune in now to learn more! Full episode here: https://lnkd.in/dKHYeZRh #AI #EnterpriseAI #AIstrategy #AITechnology #ChiefAIOfficer