DataFramed

Natalia Vassilieva, VP & Field CTO of ML at Cerebras Systems, and Andy Hock, Senior VP of Product & Strategy, dive into the world of cost-effective generative AI. They discuss how Cerebras Systems’ specialized processors are revolutionizing AI efficiency, contrasting them with traditional GPUs. Topics include leveraging sparsity in neural networks for resource savings, strategies for tailored inference models, and the balance between centralized and decentralized AI computing. Together, they envision a future where local AI inference transforms personal computing across various industries.

Travis Dalton, President and CEO of MultiPlan, and Jocelyn Jiang, VP of Data & Decision Science, dive into how data is revolutionizing healthcare. They tackle the complexities of the U.S. healthcare payment system, the need for transparency, and the impact of machine learning on cost prediction. Their insights reveal how data analytics drives early intervention strategies and benefits rural healthcare. With a focus on predictive methods and informed consumer choices, they share how to create a more efficient and affordable healthcare landscape.

Birago Jones, CEO of Pienso, and Karthik Dinakar, CTO, discuss the rise of no-code AI tools that empower domain experts to create AI models without coding skills. They reveal how these platforms make it easier for industries like healthcare and journalism to tailor solutions to specific needs. The duo emphasizes the importance of nuance in model training, the role of effective user interfaces, and the balance needed between large models and tailored solutions. Additionally, they touch on data privacy challenges and the future of AI experimentation.

Cole Nussbaumer Knaflic, founder and CEO of Storytelling with Data and author of bestselling books on data visualization, dives into the world of data storytelling for kids. She emphasizes that early exposure to data literacy fosters confidence and curiosity in children. Through her children’s book, 'Daphne Draws Data,' she illustrates how storytelling can make data engaging. Cole also discusses the significance of adapting complex topics for young minds and the role of parents in supporting these skills for future success.

Lin Qiao, CEO and Co-Founder of Fireworks AI, is a former engineering leader at Meta and LinkedIn, specializing in generative AI. She discusses the transition of generative AI from experimentation to mainstream use, emphasizing the importance of fine-tuning models for specific business needs. Lin addresses the challenges of AI integration, including cost efficiency and managing hallucinations. She also explores the rising competitiveness of smaller models and the critical role of quality evaluation datasets in deploying effective AI solutions.

Steve Holden, Senior VP at Fannie Mae, dives into the transformative world of generative AI in financial services. He discusses critical challenges like balancing innovation with regulatory compliance, emphasizing the need for transparency and governance. Holden highlights strategies for fostering excitement around AI and ensuring employees adapt amidst fears of job security. The conversation also touches on the urgent need for skills transformation and how organizations can harness AI to enhance creativity while responsibly scaling technology.

In this discussion, Alison McCauley, a Best-Selling Author and AI Strategist, shares insights from her extensive experience in digital transformation. She explains the challenges organizations face in adapting to rapid AI advancements and emphasizes the need for a cultural shift towards innovation. Alison highlights the importance of AI literacy and fluency for maximizing technology's potential and discusses storytelling as a tool to enhance team communication. She also underscores data governance's critical role in aligning business needs with effective AI strategies.

Terry Myerson, CEO and Co-Founder of Truveta, dives into the chaotic world of health records. He illuminates the mess of fragmented data formats across healthcare, which hinders effective analyses and patient care. The discussion highlights the challenges of data privacy and accessibility, especially during the pandemic. Generative AI emerges as a potential game-changer for improving data management and patient outcomes. Terry advocates for comprehensive data integration and innovative solutions like de-identified data sharing to revolutionize healthcare.

Viktor Mayer-Schönberger, Professor of Internet Governance at the University of Oxford, dives into the importance of guardrails in AI decision-making. He discusses how effective frameworks can empower creativity while ensuring informed choices. The conversation highlights the complexities of AI regulation and the need for flexibility in guidelines. Mayer-Schönberger emphasizes balancing human judgment with AI capabilities, advocating for a collaborative approach that enhances understanding rather than replacing it. His insights urge a rethink on compliance and the role of diverse stakeholders in shaping future frameworks.

Ellie Fields, Chief Product and Engineering Officer at Salesloft and former lead at Tableau, delves into the revolutionary impact of AI on sales. She discusses how effective data management can transform complex sales workflows and improve collaboration between buyers and sellers. Key topics include mastering sales metrics that matter, innovative AI-driven forecasting, and the importance of revenue orchestration. Ellie also highlights the challenges of data fragmentation and the need for seamless integration to empower decision-makers.