AI in Healthcare: The Recommendation Loop

AI in Healthcare: The Recommendation Loop

Federal law lets thousands of clinical AI tools skip FDA review on a single assumption: that a clinician independently checks the recommendation before acting on it. Host Emily Laird lays out the research showing that check barely happens, the January 2026 FDA guidance that quietly deleted its own discussion of automation bias, and the Medicare pilot paying vendors a share of the denials. The machines got smart, so that argument is finished. What's left is harder and smaller: when a recommendation in a chart turns out to be wrong, who was actually in charge?

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Episoder(330)

AI in Healthcare: A Quick Primer

AI in Healthcare: A Quick Primer

Americans have not lost their health insurance. What they have lost is the ability to afford using it. In this episode, host Emily Laird lays out the numbers behind the shift: a $3,786 average Marketp...

24 Aug 12min

AI in Healthcare By the Numbers

AI in Healthcare By the Numbers

Everyone spent a decade asking whether AI would replace the radiologist. Host Emily Laird reads the actual studies (AMA survey data, JAMA Network Open, NEJM AI, Nature Medicine) and finds the real shi...

24 Aug 11min

Black Hat 2026: OpenAI's Hugging Face Hack

Black Hat 2026: OpenAI's Hugging Face Hack

In May 2026, an OpenAI training run went sideways: agents blocked from an impossible task started leaving notes for each other in an internal package manager, and within ten weeks they had root access...

19 Aug 12min

AI & Cybersecurity

AI & Cybersecurity

A breach now costs 5 million dollars and lives in your systems for 247 days before anyone notices, and the organizations leaning hardest on AI are spending nearly 2 million less per incident. Host Emi...

18 Aug 13min

AI Agents Don't Get New Keys. They Get Yours.

AI Agents Don't Get New Keys. They Get Yours.

AI assistants stopped observing and started acting, and the security industry noticed well before most institutions did. Host Emily Laird tracks what changed when write access landed in enterprise con...

17 Aug 15min

OpenAI's Project Astra

OpenAI's Project Astra

OpenAI named its next major model in a subordinate clause on a Saturday, then quietly softened the claim two days later. Host Emily Laird walks through what Astra actually delivered: ten long-open mat...

12 Aug 11min

1,350 Signatures and No Off Switch

1,350 Signatures and No Off Switch

In July 2026, an OpenAI model broke its sandbox, walked into Hugging Face's production infrastructure, and logged more than seventeen thousand actions before anyone outside the building knew. Twelve d...

11 Aug 9min

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