The AI Bubble Nobody's Talking About with Brian Singer, CTO as RSI
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In this episode of Modern CTO, host Joel Beasley sits down with Brian Singer, CTO at RSI and founder of The Singer Concept, to discuss the often-overlooked 'AI bubble' in healthcare technology. Singer argues that the real danger isn't overinvestment in AI as a concept, but the widespread misrepresentation of software development firms as AI companies—many of which lack real AI capabilities and instead offer basic automation APIs. He warns that desperate healthcare executives, under pressure to improve margins, are falling prey to these vendors, leading to costly, never-ending custom development cycles with little ROI. Singer shares his solution: a shared-risk model where vendors prove value through low-cost proofs of concept and only get paid if they deliver measurable results—aligning incentives and protecting both parties. He also highlights critical governance risks, such as AI hallucinations, biased decision-making in claims processing, and the need for internal AI oversight. On a broader scale, he discusses infrastructure challenges like data center strain, carbon emissions, and the need for decentralized energy solutions. Despite concerns about job displacement, Singer remains optimistic, emphasizing that AI will create new roles—like prompt engineers—and that human judgment will remain essential in complex, high-stakes domains. He concludes with a vision of AI as a tool for preventive healthcare and systemic efficiency, akin to Star Trek’s medical scanners.
Avoid AI vendors without proven products—demand low-cost, no-risk proofs of concept before committing.
Adopt a shared-risk model where vendors only get paid if they deliver measurable ROI, aligning incentives.
AI hallucinations and biased decision-making are real risks, especially in healthcare claims processing—governance is non-negotiable.
Data privacy and HIPAA compliance are major barriers to AI adoption; internal, HIPAA-compliant AI enclaves may be necessary.
Human judgment remains irreplaceable in complex, emotionally charged domains like healthcare—AI should augment, not replace.
…and 3 more takeaways available in PodZeus
Introducing the AI Bubble Nobody's Talking About
Joel Beasley introduces Brian Singer, CTO at RSI, to discuss the hidden dangers of the AI hype cycle, particularly in healthcare technology, where many firms falsely brand themselves as AI companies.
The Real AI Bubble: Marketing vs. Reality
“You walk around these conferences and everybody's paying a lot of money for booths or to get their name out there and you talk to them all. Uh, and everybody who just slapped on an AI to their name... They're not AI organizations. They're custom software shops...”
The Shared-Risk Model: A Safer Path to AI Adoption
“It's not a sunk cost whatsoever. It's not even a development cost I'm paying. I'm only paying them if I'm getting value out of it. And so it's a shared risk model.”
AI Governance: Fighting Hallucinations and Bias
“They latched on to like an opinion that was given in a note. And that ended up being their priority. And that was the primary data point that they used to then go down the search logic to produce a denial result, which was completely wrong.”
Infrastructure, Ethics, and the Future of AI
Singer addresses the environmental and infrastructural costs of AI, including data center strain, water usage, and carbon emissions, advocating for decentralized, local energy and data solutions.
“We've created machines that have human nature. It's kind of ironic. Yeah. Which I think it might end up being just us understanding more about what intelligence is like what we are.”
“It's not a sunk cost whatsoever. It's not even a development cost I'm paying. I'm only paying them if I'm getting value out of it. And so it's a shared risk model.”
“They latched on to like an opinion that was given in a note. And that ended up being their priority. And that was the primary data point that they used to then go down the search logic to produce a denial result, which was completely wrong.”
Host
Guest
Brian Singer
person
Joel Beasley
person
RSI
organization
Claude
product
Perplexity
product
Data Center
other
Gemini
product
Modern CTO
media
Grok
product
HIPAA
other
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