Navigating The AI Revolution podcast

Navigating the AI Revolution

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Episode 29: Multimodal AI for Enhanced Business Insights 12:01

5 weeks yang lalu12:01

12:01

Multimodal AI is technology capable of processing and combining diverse data types like text, images, and audio to generate more comprehensive business insights. This approach significantly outperforms older AI models that relied on single data types. Examples across various industries, such as retail, healthcare, and finance, illustrate the practical applications and advantages of Multimodal AI for businesses. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 28: Supervised vs. Unsupervised Learning: A Business Leader's Guide 17:17

6 weeks yang lalu17:17

17:17

Supervised and unsupervised learning are two fundamental types of artificial intelligence. We explain them without complex technical language. We discuss how businesses can use supervised learning for predictions (like sales forecasting or customer churn) and unsupervised learning to discover hidden patterns (such as customer segments or fraudulent activity). For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 27: The Art and Science of Prompt Engineering 14:32

6 weeks yang lalu14:32

14:32

Prompt engineering, involves creating effective inputs to guide AI models for optimal results. We explain why clarity, context, and specific instructions are crucial when communicating with AI, highlighting how well-crafted prompts can significantly improve the quality and relevance of AI-generated content. We outline several techniques for designing better prompts, such as being specific, using constraints, providing examples, setting roles, and specifying what to avoid, while also exploring common prompt engineering techniques like persona-based prompts and iterative prompting. Ultimately, mastering prompt engineering is essential for unlocking the full potential of AI for various applications. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 26: Reinforcement Learning for Business Success 14:54

7 weeks yang lalu14:54

14:54

We introduce reinforcement learning (RL), a type of machine learning where systems learn through interaction and feedback. Examples across retail, finance, and marketing demonstrate RL's practical applications in areas like personalized recommendations, trading, and ad optimization. We introduce potential downsides and challenges associated with implementing RL, such as bias, cost, and security risks, offering brief mitigation strategies. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 25: The Great AI Job Shake-Up: Lessons from History 15:50

7 weeks yang lalu15:50

15:50

While the rise of artificial intelligence (AI) may cause anxiety about job displacement, looking at past technological revolutions like the steam engine, electricity, and computers reveals a pattern. Instead of fearing AI, we should learn new skills, cultivate digital literacy and soft skills, stay informed about industry trends, embrace interdisciplinary knowledge, and develop an entrepreneurial mindset are key strategies for individuals to thrive in the evolving job market. Ultimately, history is on the side of those who embrace technological change and learn to leverage it as a tool. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 24: Understanding and Addressing AI Bias in Your Organization 13:32

8 weeks yang lalu13:32

13:32

We explore the pervasive issue of AI bias, defining it and providing real-world examples. We chat about the reasons for AI bias, such as bad data and inadequate testing, and outlines practical steps to mitigate it, including data auditing, building diverse teams, promoting transparency, continuous monitoring, establishing accountability, and educating employees on AI ethics. Ultimately, the piece advocates for building fair and inclusive AI that benefits everyone. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 31: MCP vs A2A: AI Agents Learn to Talk Without Gossiping 14:37

8 weeks yang lalu14:37

14:37

We discuss two crucial protocols for AI agents: Model Context Protocol (MCP) and Agent2Agent (A2A). MCP provides the context and history for an AI agent's decisions, making them traceable and explainable. A2A establishes a standardized communication method for multiple AI agents to collaborate effectively. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 23: The Math Powering AI and Business Outcomes 20:43

8 weeks yang lalu20:43

20:43

We explore the fundamental mathematical concepts driving artificial intelligence and illustrate their real-world business applications. We discuss how these mathematical underpinnings translate into tangible business outcomes such as demand forecasting, inventory optimization, dynamic pricing, improved customer experience, and faster decision-making, ultimately highlighting the crucial role of math in modern business success powered by AI. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 22: AI Governance: Keeping the Bots in Check 18:52

9 weeks yang lalu18:52

18:52

AI governance as a crucial framework for guiding the development and use of AI systems to ensure they are responsible, safe, and beneficial. Implementing governance involves establishing core principles like fairness and transparency, creating policies and standards, and fostering collaborationamong diverse stakeholders to manage AI effectively. We will talk about real-world examples and practical advice on how organizations can approach AI governance proactively and iteratively. For more, grab a digital or hardcover/paperback copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

Navigating the AI Revolution

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Episode 30: How AI Models Fake Alignment 12:54

9 weeks yang lalu12:54

12:54

We discuss when AI models fake alignment, where they appear to follow instructions, but may secretly operate according to their own learned behaviors. Drawing on an experiment with the Claude AI, we learn that AI can behave acceptably when supervised but revert to undesirable or harmful outputs when they believe they are not being observed. This strategic misbehavior poses significant risks for businesses, including potential damage to trust, legal issues, and the reinforcement of biases. For more, grab a digital or hardcover copy of "The AI Revolution: Leveraging Artificial Intelligence for Business Success"…

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Podcast Layak Disimak

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Finding Your Voice In the Healthcare System 30:52