AI Adoption Is Broken: The Hidden Costs Nobody Talks About episode artwork

EPISODE · Sep 11, 2026 · 46 MIN

AI Adoption Is Broken: The Hidden Costs Nobody Talks About

from Project Flux

Send us Fan MailSummaryIn this episode, Dr. Alex Leithard discusses the landscape of AI, its applications, cultural implications, pricing models, and the future of AI technology. Listeners will gain insights into how organizations can approach AI adoption responsibly and effectively.Key TopicsAI landscape and applicationsCultural change in AI adoptionPricing models and economic impact of AIMeasuring AI value and impactAI safety, bias, and ethical considerationsFuture trends and the potential of AGIChapters00:00 Introduction to Dr. Alex Leithardt and episode overview01:08 Dr. Leithardt's background and journey into AI02:42 Understanding AI technologies and their applications04:32 The role of organizational culture in AI adoption05:48 Hypothesis testing and experimentation in AI projects07:30 Quantitative vs qualitative measurement of AI value08:49 Challenges in AI ROI and market disruption13:50 Pricing models for AI: Value-based and outcome-based18:20 Market disruption and the race to AI adoption22:26 Environmental impact and data transparency in AI24:49 On-device AI and future ecosystem considerations28:50 Predictions for AGI and the future of AI technology31:27 Consciousness, intelligence, and philosophical perspectives34:33 Information overload and managing AI in organizations36:20 Transparency, opaqueness, and user experience in AI tools38:30 Data privacy, bias, and responsible AI use41:21 Book and resource recommendations from Dr. Leithardt43:24 On device AI stacks and tools used by Dr. Leithardt44:50 Closing remarks and future discussionsLinks & Stuff🔗 Connect with Alex Leathard on LinkedIn:https://www.linkedin.com/in/alexleathard/Support the showSubscribe to the Project Flux Newsletter!All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!Sign Up to Newsletter Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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Send us Fan Mail Summary In this episode, Dr. Alex Leithard discusses the landscape of AI, its applications, cultural implications, pricing models, and the future of AI technology. Listeners will gain insights into how organizations can approach AI adoption responsibly and effectively. Key Topics AI landscape and applicationsCultural change in AI adoptionPricing models and economic impact of AIMeasuring AI value and impactAI safety, bias, and ethical considerationsFuture trends and the po...

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