AI Demystified for Executives
Ever wish you had a coach to help you decipher the AI buzz and hype so you could make better-informed business decisions about what, when, and why to use AI in your business? You'll get that when you tune into the AI Demystified for Executives podcast. Andrew bridges the gap between complex AI concepts and practical business applications. With experience in both large corporations and high-growth startups, he excels at communicating with business and technical teams alike. As an author, industry thought leader and international speaker, Andrew serves as your trusted advisor and coach on this AI journey. AI doesn't have to be complicated! Here is what you can expect from this podcast: We'll explore a monthly theme with specific topics each week. You'll also receive a free cheat sheet or guide for reference. In each podcast, our goal is to ensure that you walk away understanding: One key AI concept Its business applicability An actionable takeaway Our Monday episodes are 7-10 minutes long, perfect for getting up to speed on the week's most important "aha" moments during your commute or while sipping your morning coffee or tea. On Wednesdays, our episodes run 30-40 minutes, providing a deeper dive into the week's topic. (Maybe a bit much if you're driving!) Once a month, during the Wednesday podcast, we'll host an interview with either a business or technical professional related to the monthly theme.
Episodes
In this episode of 'AI Demystified for Executives,' host Andrew Psaltis provides a comprehensive guide on implementing AI agents within organizations. The discussion includes aligning AI strategies with business goals, scoping use cases, and identifying tasks suitable for automation. Practical advice is offered on the build versus buy dilemma, pilot programs for quick wins, and developing internal expertise. The importanc...
This episode of 'AI Demystified for Executives' explores the concept of AI agents, highlighting their fundamental differences from traditional chatbots and automation tools. Host Andrew Saltz describes AI agents as autonomous, decision-making software entities that can sense and respond to their environment, operate independently, and improve with experience. The episode outlines the four types of AI agents: simple reflex...
This episode covers three key themes: the gap between individual AI use and organizational strategy, the hidden potential of 'shadow AI,' and transitioning from ad hoc to strategic AI usage. It highlights communication, trust, and implementation as critical gaps hindering AI adoption and provides actionable steps for building an AI-ready culture. The episode stresses the importance of leadership alignment, up-skilling, a...
This episode explores how organizations can bridge the gap between individual AI innovation and a cohesive organizational AI strategy. Highlighting studies that show a significant percentage of marketers and journalists using AI informally, it emphasizes the need for clear communication and governance to mitigate risks and capture innovation. The discussion touches on barriers like fear, unclear policies, and lack of training, whic...
This episode of the AI Demystified for Executives podcast delves into Retrieval-Augmented Generation (RAG) and its strategic importance for businesses. It covers the components of a RAG system, various use cases such as enhancing productivity and speeding up onboarding, and the challenges and steps for implementation. Real-world examples, like Morgan Stanley's use of RAG, illustrate the potential benefits. Key points include v...
In this podcast episode, host Andrew Psaltis of Dragonfly Risings School of Data discusses how executives can leverage Retrieval Augmented Generation (RAG) to make AI systems business ready. Highlighting the benefits of RAG and practical applications to help you understand how you can apply this to your business.
This episode of the AI Demystified for Executives podcast, presented by Dragonfly Risings School of Data and hosted by Andrew Psaltis, dives deep into the concept of vector databases. Discussing their importance in applying AI to business contexts, the episode explores the fundamentals of vector databases, their embedding models, and their applications across various industries. It highlights the increasing relevance of vector data...
In this episode of 'AI Demystified for Executives,' host Andrew Psaltis introduces vector databases and their significance in natural language search and conversational interfaces. The episode explains how vector databases enhance keyword search by understanding the context of words, akin to human conversation, and the role they play in providing long-term memory for large language models such as ChatGPT. The podcast is d...
This multi-episode podcast provides a deep dive into the fundamentals and real-world applications of neural networks for executive decision-making. Key topics include the basic structure of neural networks, their use in image recognition, natural language processing, and predictive maintenance in manufacturing via IoT sensors. Discussions cover the alignment of AI projects with business goals, addressing challenges such as data bia...
In this 'AI Demystified for Executives' podcast, host Andrew Psaltis breaks down neural networks and their business applications. Understand the benefits, challenges, and why AI is essential for competitive advantage and new revenue streams.
AI Revolution: Strategic Insights for Business Leaders
In this series of 'AI Demystified for Executives,' host Andrew Psaltis provides an in-depth exploration of AI's strategic foundations and transformative capabilities for business leaders. We chart AI's evolution from the 1950s to the present, emphasizing milestones like machine learning, big data, and large language models such as GPT. Key episodes ...
"AI Demystified for Executives" kicks off its series on Strategic Foundations of AI for Business Leaders. In this inaugural episode, host Andrew Psaltis explores why AI is reshaping the competitive landscape.
Key points covered:
- The impact of GPT technology beyond chatbots
- How AI can revolutionize document processing and analysis
- Real-world examples of AI application in business contexts
- Potential risks of disruption for t...
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