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    Blog Fuck Portion Control by Nathan Guy Hatch

    I only had to read this much to figure out that this person is a loon. Electrons are constrained in the ETC by 1) the proper folding of its proteins, which fully surround the electron carriers except in places where electrons are designed to get in or out, and 2) the membrane lipids, which are...
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    Study Health Advice From A.I. Chatbots Is Frequently Wrong. In part due to how users are asking their questions (Feb 2026, n=1,298) Reliability of LLMs as medical assistants for the general public: a randomized preregistered study

    I did a quick experiment, presenting to ChatGPT the symptoms from when I had my first case of knee swelling due to Lyme, and the blood test result I remember being abnormal, and it generated a list of 5-6 possible conditions. ChatGPT did suggest Lyme disease as the most likely condition...
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    Video RFK Jr. hosts roundtable on long COVID (Sep 18, 2025)

    I have noticed this as well. However, there ARE some among them who are resourceful and creative. I was in a ME/CFS group once where people were discussing ordering chemicals from a research supply company that had been shown in the literature to inhibit pathogens theorized to contribute to the...
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    Video RFK Jr. hosts roundtable on long COVID (Sep 18, 2025)

    Is there any long COVID patient group where people have discussed success with FMT? Dr. Bhattacharya mentions several times that the NIH took hints on what to try from anecdotal stories in patient groups, so if there was a group where people were saying they improved from FMT, then they might...
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    Article F.D.A. to Use A.I. in Drug Approvals to ‘Radically Increase Efficiency’. With a Trump-driven reduction of nearly 2,000 employees, agency officials view artificial intelligence as a way to speed drugs to the market. (Jun 2025)

    I don't see how using AI in this way would provide any more information than one would get by merely searching the literature using a conventional search engine. LLMs have pretty conclusively demonstrated their inability to rank the relative credibility of sources better than a human could...
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    Article F.D.A. to Use A.I. in Drug Approvals to ‘Radically Increase Efficiency’. With a Trump-driven reduction of nearly 2,000 employees, agency officials view artificial intelligence as a way to speed drugs to the market. (Jun 2025)

    Does it return ONLY that study though, or (as I would suspect) that study in a long list of other studies? The factor at play here is nothing to do with censorship. It has to do with the models associating collection of words in a certain order. The model doesn't actually know what "curing...
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    Article F.D.A. to Use A.I. in Drug Approvals to ‘Radically Increase Efficiency’. With a Trump-driven reduction of nearly 2,000 employees, agency officials view artificial intelligence as a way to speed drugs to the market. (Jun 2025)

    Why would this have anything to do with being "censored" or not? AI "censoring" relates to the prevention of the model returning unethical, bigoted, or harmful (i.e. advocacy of suicide and/or violence) outputs, or in the case of image models, generating NSFW images. I have never heard of an AI...
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    Article F.D.A. to Use A.I. in Drug Approvals to ‘Radically Increase Efficiency’. With a Trump-driven reduction of nearly 2,000 employees, agency officials view artificial intelligence as a way to speed drugs to the market. (Jun 2025)

    This sounds like complete empty hype. There have been data-driven, machine learning-based predictors for toxicity, oral absorption and blood brain barrier permeability, stability in blood, and similar ADME-type measures for years, and these haven't really made much of a difference in the amount...
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