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Weekly Reading #20

16 May 2026

LLM-based Hospital Course Summaries and Physician Burnout

In this study, an LLM-based agentic workflow produced hospital course summaries that were frequently used with minimal risk of harm identified. The intervention was associated with a reduction in physician burnout, supporting the viability of AI summarization to mitigate documentation burden.

Everyone needs healthier doctors.

AI and Coder Employment: Compiling the Evidence

We find robust evidence that coder employment growth fell after that release. After controlling for industry-level shocks we find that coder employment growth has been 3 percent lower since the introduction of ChatGPT.

Keep in mind that some of the largest employers have increased their AI expenditures by 300%.

Pushing Local Models with Focus and Polish

I can’t wait to see more local models. What if we could also “borrow” or “combine” the compute power of family and friends to run models for the clan?

A Few Words on DS4

DS4 is a big deal, in my opinion.

Outside of Work

Argus: AI Anomaly Intelligence Original reddit url: I analyzed 79,621 declassified UFO reports with AI

This is a great use of LLMs.

Why Gen Z is Abandoning Beijing for Greener Fields Elsewhere in China

The number of Beijing permanent residents in that age group has nearly halved over the past decade, plummeting from 4.62 million in 2015 to 2.49 million in 2024.

Beta Moms and TikTok Influencers

In 1975, for example, women spent an average of 14 minutes a week helping their kids with their homework. By 2018, the most recent year for which the modern data is harmonized with historical, that amount had nearly quintupled (to an hour and nine minutes).

It looks like the Chinese are not unique in this regard.

Nike’s Competition in China’s Running Shoe Market

I doubt Nike can reverse course. It has no branding advantage over its competitors, and its products fall far short of Chinese brands.

David Attenborough’s 100th Birthday Card from King Charles III

David Attenborough’s 100th birthday card from King Charles III. I’ll never forget the first time I watched Planet Earth.