How a Brain Surgeon Scientist Learned to Spot Fake AI | Afsheen Afshar

Afsheen Afshar has one of the strangest résumés in tech: an MD and a PhD who built brain-machine interfaces that helped paralyzed patients type using only their thoughts, then walked away from medicine to become Wall Street's first Chief Data Science Officer at J.P. Morgan. So when he says most of the AI being sold today is "theater," he has the standing to mean it.

In this conversation with Brennan Pothetes, Afsheen (Founder Managing Partner of Pilot Wave Holdings) draws a hard line between what's real about AI and what's a very expensive branding exercise. He explains why LLMs are just "the most multidimensional autocomplete ever devised," why AI projects fail on culture and never on the math, and why he's quietly buying boring Main Street companies while everyone else chases the next San Francisco demo.

It gets spicy: the pair debate whether trading your data for "free" services is capitalism working or a rigged barter, why the foundational-model labs are losing the public, and what a brain scientist thinks machines still can't copy.

Highlights:

• How to tell real AI from "theater" in under a minute

• The prompt trick a doctor uses to get expert-level answers from any model

• Why "data is the new oil" is a warning about who owns your future

• What Wall Street's first AI chief saw inside the big banks

• The VC line about small business that sent a chill down his spine

• Why he says AI is "plenty dangerous" without ever being conscious

• The one thing the human brain does that no model comes close to

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