Disambiguation

Michael Fauscette

"Disambiguation is the process of removing confusion around terms that express more than one meaning and can lead to different interpretations of the same string of text." Host Michael Fauscette of Arion Research; a leading technology analyst, tech startup advisor, consultant, board member, and storyteller; and his guests "remove the confusion around" artificial intelligence (AI), generative AI and business automation by looking at the business solutions available today to improve business outcomes and gain competitive advantage. 

  1. When AI Gives the Wrong Answer: Optimizing Customer Experience

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    When AI Gives the Wrong Answer: Optimizing Customer Experience

    Welcome to this week's episode of Disambiguation! Join host Michael Fauscette as he dives into the world of artificial intelligence, generative AI, and business automation with expert Anuj Shah, founder and CEO of Averas AI.In this episode titled "When AI Gives the Wrong Answer: Optimizing the Customer Experience," Anuj shares his extensive experience at the intersection of customer service and emerging technology, particularly in highly regulated environments like financial services. He discusses the critical importance of data quality and knowledge management in AI implementations, especially when deploying autonomous agents.Key topics include:-The common pitfalls organizations face with knowledge content infrastructure-The significance of explainability and knowledge quality in AI systems-Real-world examples of how poor knowledge management can undermine AI effectiveness-Strategies for diagnosing and improving content knowledge management systems-The evolving challenges of knowledge management in the age of generative AIWhether you're a business leader looking to leverage AI for better customer experiences or simply curious about the future of AI technology, this episode is packed with valuable insights and practical advice.Don't forget to like, share, and subscribe for more episodes! If you enjoy the show, please leave us a review to help others find us. For more research on AI and other software, visit arionresearch.com.Join us next week for more insights on AI and business automation!

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  2. America's AI Talent Crunch

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    America's AI Talent Crunch

    In this episode of the Disambiguation Podcast, host Michael Fauscette dives into the critical intersection of U.S. immigration policy, tech innovation, and the future of American leadership in artificial intelligence. As the AI sector grapples with a historic talent shortage, recent changes to the H-1B visa program raise significant concerns for startups and smaller tech firms.Join us as we explore the implications of the new immigration policies, including the hefty $100,000 fee for H-1B applications and the restrictive selection model that could hinder the growth of AI innovation. Hear insights from industry experts and founders who share their experiences navigating these challenges and the potential ripple effects on the U.S. tech ecosystem.We also discuss alternative immigration pathways and global models that could inspire a more startup-friendly approach in the U.S. This episode is essential for business leaders, tech enthusiasts, and anyone interested in the future of innovation in America.Don't forget to like, share, and subscribe for more insights on AI, generative AI, and business automation!Timestamps:00:00 - Introduction00:32 - Overview of the AI talent shortage02:30 - Changes to the H-1B visa program06:10 - Impact on startups and innovation10:00 - Global competition for talent12:00 - Alternative immigration policies18:00 - The future of U.S. tech leadershipFor more research on AI and other software, visit arionresearch.com. If you're an expert in AI, generative AI, or business automation, email us at disambiguation@arionresearch.com.Join us next week for more discussions on the evolving landscape of technology!

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  3. From Data Chaos to Revenue Clarity: The AI Agent Revolution in B2B Sales

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    From Data Chaos to Revenue Clarity: The AI Agent Revolution in B2B Sales

    Welcome to this week's episode of Disambiguation! Join host Michael Fauscette as he sits down with Toni Keskinen, co-founder, CPO, and chairman of 180Ops, to explore the transformative power of AI in B2B sales.In this episode titled "From Data Chaos to Revenue Clarity: The AI Agent Revolution in B2B Sales," we dive into the critical role of data in enabling effective sales strategies. Toni shares his extensive experience in turning data into actionable insights across various industries, emphasizing the importance of data quality and readiness for AI-enabled sales operations.Key topics include:-The difference between having data and having useful data-The shift from top-down to bottom-up sales strategies-The significance of understanding customer needs and behaviors--How to consolidate and clean data for better decision-making-The role of AI agents in enhancing data preparation and analysisWhether you're a business leader looking to leverage AI for sales or simply interested in the future of B2B sales strategies, this episode is packed with valuable insights and practical advice.Don't forget to like, share, and subscribe for more episodes on AI, generative AI, and business automation!For more research on AI and other software, visit arionresearch.com. If you're an expert in AI, generative AI, or business automation, reach out to us at disambiguation@arionresearch.com.Tune in now and discover how to turn data chaos into revenue clarity!

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  4. Red Teaming AI: Catching Vulnerabilities Before Hackers Do

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    Red Teaming AI: Catching Vulnerabilities Before Hackers Do

    Welcome to this week's episode of the Disambiguation Podcast! Join host Michael Fauscette as he dives into the fascinating world of AI security with the founders of Silmaril.dev, Aum Upadhyay and Eduardo Velasco. In this episode titled "Red Teaming AI: Catching Vulnerabilities Before Hackers Do," we explore the critical intersection of artificial intelligence and cybersecurity.Episode Highlights:-Discover the background of Aum and Eduardo and their journey from Amazon to founding Silmaril.dev.-Learn about the unique challenges posed by generative AI and the evolving attack surfaces that come with it.-Understand how traditional security measures are becoming outdated and why a new approach is necessary.-Hear about real-world vulnerabilities found in well-known AI systems and the patterns emerging in the industry.-Explore the role of autonomous red teaming agents and how they enhance security testing.-Gain insights into the importance of building security by design and fostering a culture of proactive security awareness.Whether you're a business leader, a tech enthusiast, or simply curious about the future of AI and security, this episode is packed with valuable insights and practical advice.Don't forget to like, share, and subscribe for more episodes on AI, generative AI, and business automation!Links:Recording of zero day exploits we talked about in the podcast: https://youtu.be/SwWw3Zw_MN8Check out Silmaril.dev for more information on their innovative security solutions.For more research on AI and software, visit arionresearch.com.Join us next week for another exciting episode of Disambiguation!

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  5. August 2025 AI Pulse

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    August 2025 AI Pulse

    Welcome to the August edition of AI Pulse on the Disambiguation Podcast! Join your hosts, Michael Fauscette and Tom Pringle, as they dive into the latest developments in artificial intelligence, generative AI, and business automation.In this episode, we discuss the recent launch of OpenAI's GPT-5, exploring its speed and performance compared to previous versions. We also tackle the ongoing conversation around artificial general intelligence (AGI) and the implications of AI on human relationships and decision-making.Additionally, we examine a fascinating MIT Technology Review article about training LLMs to avoid harmful behaviors and the challenges of ensuring AI systems are trustworthy. The episode also highlights the environmental impact of AI and how generative AI is being used to innovate battery materials for a more sustainable future.As we navigate the complexities of AI talent shortages and project failures, we reflect on the importance of aligning expectations with capabilities in AI implementations.Don't miss out on our discussion about the end of an era with AOL's dial-up internet service and our exciting tech innovation of the month—a futuristic flying vehicle!Tune in for insights, expert opinions, and a lively conversation that will help business leaders understand how to leverage AI for maximum impact.Remember to like, share, and subscribe! If you enjoy the show, please leave us a review to help others find us. For more research on AI and other software, check out arionresearch.com. If you're an expert in AI, generative AI, or business automation, email your information to disambiguation@arionresearch.com.Join us next week for more insights on the Disambiguation Podcast!

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التقييمات والمراجعات

حول

"Disambiguation is the process of removing confusion around terms that express more than one meaning and can lead to different interpretations of the same string of text." Host Michael Fauscette of Arion Research; a leading technology analyst, tech startup advisor, consultant, board member, and storyteller; and his guests "remove the confusion around" artificial intelligence (AI), generative AI and business automation by looking at the business solutions available today to improve business outcomes and gain competitive advantage.