Unbiased Analysis of Today's Healthcare Issues
A paper by Daniotti et al. (2025) examines 80 million GitHub commits (2018–2024). The authors trained neural classifier to spot AI-generated Python functions in the GitHub code. As one can see below, nearly 1/3 of code in the US is being written by AI as of the end of 2024. US: 30.1% Germany: 24.3% France:…
It looks like the answer is ‘yes’. KFF reports that Holden Karau, a software engineer from the San Francisco Bay Area, created an AI tool to help appeal insurance denials. She calls it: Fight Health Insurance, How does it work? You’ve gotta make a scan of the denial letter from your insurance company, and run…
Technology is amazing. From The Economist: Fourteen years ago, Melanie Reid, a journalist, fell off a horse and broke her neck. The injury to her spinal cord left her paralysed, limiting the function of her four limbs and torso—a condition known as tetraplegia. For more than a decade her left hand was incapable of either…
People won’t be surprised to learn that AI could improve the accuracy of diagnosis, expedite the rates of drug discovery, or even replace some (or many) activities typically done by doctors. However, can AI save the health care system money? That is the question asked by a recent article in The Economist titled “Can artificial…
You’re mistaken when they think that technology just automatically improves. It does not automatically improve. It only improves if a lot of people work very hard to make it better. And actually it will, I think, by itself degrade actually. If you look at great civilizations like ancient Egypt and they’re able to make the…
HT: Marginal Revolution.
Do patients prefer AI or physician responses to their questions. Based on a study in JAMA Internal Medicine by Ayers et al (2023), the answer is AI: Of the 195 questions and responses, evaluators preferred chatbot responses to physician responses in 78.6% (95% CI, 75.0%-81.8%) of the 585 evaluations… Chatbot responses were rated of significantly…
Victoria Krakovna of LessWrong provides some examples where artificial intelligence (AI) algorithms didn’t work out exactly as planned. In fact, she has put together a master list of these AI issues. Below I have listed some of these examples that are more (or less) related to health: Cancer. AI trained to classify skin lesions as…
From an interesting article in Scientific American: When we look back on the past 175 years, the manipulation of matter and energy stands out as a central domain of both scientific and technical advances. Techno-scientific innovations have sometimes delivered on their promises and sometimes not. Of the biggest advances, three really did change our lives—probably…
In the past I have written about the limited evidence that wellness program work. So we should see that employers are abandoning these programs or at least scaling back? According to one recent study, however employers are actually increasing investments in wellness programs. The study surveys employers from over 500 companies with more than 100…