Ep.9 AI Mythbusting

Ep.9 AI Mythbusting

In this episode, we tackle some common myths about how generative AI works, why this is the case, implications for healthcare and some quick fixes. These myths include 1) that LLMs can explain their reasoning 2) that LLMs can express uncertainty, 3) that LLMs can a) do maths, b) manage temporal data c) apply guidelines d) handle negation and finally that 4) that AI will replace clinicians.

02:00 Technical update - DeepSeek, other new models

10:00 - AI mybusting

  • 15:50 - LLMs can explain their reasoning

  • 21:50 - LLMs can express uncertainty

  • 26:40 - LLM blindspots

  • 41:50 - AI will replace clinicians

Episodes | Bluesky | info@medicalattention.ai

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Episoder(21)

In-context: April 6, 2026

In-context: April 6, 2026

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 00:30 - ChatGPT Health performance in a structured test of triage recommendations 11:3...

6 Apr 24min

Decision theory and metrics for evaluating predictive models

Decision theory and metrics for evaluating predictive models

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 01:00 - Technical wrap - ChatGPT and Claude for healthcare, AI scribes 07:40 - What...

5 Feb 55min

In-context: January 5, 2026

In-context: January 5, 2026

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 00:30 - LLMs Can Do Medical Harm: Stress-Testing Clinical Decisions Under Social Pres...

5 Jan 20min

In-context: December 2, 2025

In-context: December 2, 2025

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 00:30 - Ambient AI RCTs A Pragmatic Randomized Controlled Trial of Ambient Artifici...

2 Des 202523min

In-context: November 3, 2025

In-context: November 3, 2025

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 00:35 - Scaling Large Language Models for Next-Generation Single-Cell Analysis   05...

3 Nov 202514min

Should we be using LLMs for discharge summarisation?

Should we be using LLMs for discharge summarisation?

This episode, we discuss some of the challenges in using large language models (LLMs) for the task of summarising inpatient encounters.  00:30 - Technical wrap - new models, MiT’s State of AI in Busi...

8 Okt 202552min

In-context: September 4, 2025

In-context: September 4, 2025

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 00:30 - Endoscopist deskilling risk after exposure to artificial intelligence in colo...

4 Sep 202519min

In-context: August 18, 2025

In-context: August 18, 2025

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points. 00:30 - An Electrocardiogram Foundation Model Built on over 10 Million Recordings 07:1...

18 Aug 202519min

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