Scaling Human Expertise in Crypto and AI
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Scaling Human Expertise in Crypto and AI
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About this listen
Scaling human expertise isn’t a technology problem — it’s a trust problem.
In this episode of MoneyNeverSleeps, Pete Townsend speaks with Joni Pirovich, founder of Crystal aOS, about where crypto and AI quietly hit their limits — and why human judgment remains the real constraint as systems scale.
Joni explains how her background in legal and regulatory work exposed a simple truth early on: expertise doesn’t scale on its own. As crypto firms mature, the challenge isn’t avoiding regulation, but earning trust — proving responsibility continuously, with humans still accountable.
This isn’t an AI hype conversation — it’s about judgment, guardrails, and the shift from heroics to systems that actually hold up under pressure.
Watch on YouTube: https://youtu.be/oN7I1_FV14k
More at https://www.moneyneversleeps.ie/
Apple Podcasts: https://podcasts.apple.com/ie/podcast/moneyneversleeps/id1455819294
Sharp riffs, big ideas, real insights — in 10–15 minutes.
New episodes weekly.
Hosted by Pete Townsend.