Kate Soule

Kate Soule, Director of Technical Product Management at IBM's Granite, shares insights on the evolution of AI models. She emphasizes the importance of efficiency over conventional leaderboard scores. The conversation explores breaking tasks into manageable components, co-designing models with hardware, and the innovative 'mixture of experts' approach for speed and efficiency. Soule also discusses the shift towards open-source models, ethical considerations in AI, and the exciting advancements in Granite 3.2, marking a new frontier in performance.

In this engaging discussion, Kate Soule, Director of Technical Product Management at Granite, Chris Hay, Distinguished Engineer and CTO of Customer Transformation, and Aaron Baughman, IBM Fellow and Master Inventor dive into the realities behind DeepSeek R1. They debunk myths surrounding its hype and discuss the true implications of model distillation for AI competition. The trio explores the evolving landscape of open-source AI and how recent advancements can reshape industry strategy, shedding light on efficiency and innovation in model training.

In this insightful discussion, Kate Soule, a veteran in AI, and Chris Hay, an experienced AI analyst, dive deep into the unveiling of OpenAI's GPT-4.5. They explore whether pre-training is becoming obsolete, examining the shift toward inference-focused models. Insights on model selection and the balance of cost versus performance are highlighted. Additionally, they tackle the evolving dynamics of AI pricing and the impact of sophisticated tools on user experience. This conversation is a must-listen for anyone interested in the future of AI.

Join Chris Hay, a tech visionary at IBM, Aaron Baughman, an inventive leader, and Kate Soule, a director at Granite, as they dive into the exciting chaos of AI this week. They discuss the leaked Claude 4 system prompt and its implications for AI handling. Vibe coding takes center stage, revolutionizing how creativity meets tech. The trio also analyzes OpenAI's big move with Jony Ive's company and Microsoft's concept of 'agent factories.' Who will dominate the evolving AI landscape? Tune in for insights!

In this discussion, Kate Soule, an AI and vision language models expert from Granite, Volkmar Uhlig, who leads AI infrastructure at a major firm, and Shobhit Varshney, a senior consultant on AI in the Americas, dive into the burgeoning world of deep research in AI. They explore exciting innovations from OpenAI and Google, the prospects of an OpenAI inference chip, and the rise of smaller vision-language models. The conversation wraps up with an intriguing look at a startup's quest for AI agents, pondering their role in the job market of the future.