Ksenia Palke, Head of AI at Airspace: AI in Time-Critical Shipments

The CTO Podcast

Insights & Strategies for Chief Technology Officers Navigating the C-Suite while Balancing Technical Strategy, Team Management, & Innovation, Strategies for Chief Technology Officers Navigating the C-Suite while Balancing Technical Strategy, and Team Management에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Insights & Strategies for Chief Technology Officers Navigating the C-Suite while Balancing Technical Strategy, Team Management, & Innovation, Strategies for Chief Technology Officers Navigating the C-Suite while Balancing Technical Strategy, and Team Management 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

4M ago 58:39

MP3•에피소드 홈

Ksenia Palke, Director of AI at Airspace, discusses the use of AI in time-critical shipments. Airspace builds tech for fast automated solutions in shipping critical items such as organs, medical devices, and industrial parts. The goal is to remove unnecessary manual steps and optimize the delivery process. Ksenia explains how AI is used to predict delivery times, optimize routes, and automate interactions with drivers and customers. She also discusses the use of large language models (LLMs) in their AI initiatives and the importance of prompt engineering and ragging. Ksenia emphasizes the need for context-specific training and the ongoing comparison of different LLMs. In this conversation, Etienne and Ksenia discuss the implementation of language models (LLMs) in business and the importance of being specific and intentional in their use. They emphasize the need for a clear strategy and goals when using LLMs, rather than chasing the latest and greatest technology. They also highlight the importance of having a human in the loop to validate and manage LLM outputs. The conversation explores the limitations of LLMs and the potential for future advancements. Overall, the conversation provides practical advice for founders and CTOs on how to approach AI projects and make the most of LLMs.

Time Stamps00:00 Introduction and Overview02:12 Automation and Optimization in Time-Critical Shipments09:22 Using LLMs to Automate Interactions14:05 The Importance of Prompt Engineering and Ragging in LLM Training24:14 Bottlenecks and Challenges in LLM Development29:29 Being Specific and Intentional with LLMs35:04 The Importance of Performance over Novelty39:18 The Role of Human Validation44:29 Avoiding the Hype and Focusing on Practical Applications53:26 Understanding the Limitations of LLMs57:47 Embracing Advancements in LLM Technology

We have 200+ CTOs in peer groups: Quick Testimonials Video

Contact Etienne: Website / YouTube / LinkedIn / X / Instagram / The CTO Podcast WebsiteContact Ksenia: LinkedIn / Website

Get full access to The CTO Podcast at www.ctopod.com/subscribe

227 에피소드