{"id":1499,"date":"2026-08-03T19:54:06","date_gmt":"2026-08-03T19:54:06","guid":{"rendered":"https:\/\/www.vaultinsider.top\/?p=1499"},"modified":"2026-08-03T19:54:06","modified_gmt":"2026-08-03T19:54:06","slug":"former-openai-exec-fidji-simos-healthcare-company-has-analyzed-3500-vials-of-blood-with-ai","status":"publish","type":"post","link":"https:\/\/www.vaultinsider.top\/?p=1499","title":{"rendered":"Former OpenAI exec Fidji Simo&#8217;s healthcare company has analyzed 3,500 vials of blood with AI."},"content":{"rendered":"<p><\/p>\n<p>When Fidji Simo announced she was leavin g her role as one of the most senior members of OpenAI\u2019s leadership team after a seven year battle with her chronic illness, Postural Orthostatic Tachycardia Syndrome, or POTS, the news felt unexpectedly personal. My little cousin has POTS, and it\u2019s been devastating to witness. Simo\u2019s post said she would be focusing on how to use AI to cure these types of diseases, but I wondered if it was just another tech executive making lofty promises about AI that may never materialize.<\/p>\n<div>\n<p class=\"wp-block-paragraph\">\u201cDo people like my cousin have any reason to have hope that AI can actually make a difference for their health?\u201d I asked Simo when I reached out to her after the announcement. I also told her how much I admired her courage to be so open about her condition. That\u2019s not easy for a highly scrutinized public figure. Simo was previously at Meta for a decade, where she oversaw the Facebook app, and then CEO of Instacart, which she brought public in 2023, before joining OpenAI in 2025.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">\u201cYes,\u201d she answered. \u201cI created a company, ChronicleBio, to tackle just that.\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">We hopped on the phone to chat about it in Simo\u2019s first interview since leaving her position as OpenAI\u2019s CEO of AGI Deployment, where she reported directly to CEO Sam Altman. While now her main focus is her recovery and a never-ending schedule of medical appointments, she\u2019s also working on growing ChronicleBio as well as continuing advising OpenAI. She\u2019s still in a Slack channel with the company\u2019s leadership team, where she regularly speaks with Altman, and Greg Brockman, the OpenAI co-founder and president who took over the bulk of Simo\u2019s responsibilities when she departed.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">Brockman\u2019s wife, Anna, has POTS in addition to two other chronic diseases. ChronicleBio\u2019s three co-founders\u2014Simo, Rohit Gupta, and Rishi Reddy\u2014also either have chronic diseases themselves, or have a family member with one. These days, Simo says she\u2019s \u201cphysically the worst I\u2019ve ever been.\u201d There is no cure for POTS. It causes dizziness upon standing up, fatigue, brain fog, headaches, and other symptoms, due to an imbalance in the body\u2019s autonomic nervous system.<\/p>\n<p class=\"wp-block-paragraph\">Chronic conditions are \u201cbecoming a real epidemic,\u201d Simo tells me. \u201cWe\u2019re talking about hundreds of billions in lost productivity, and so there\u2019s very big potential in finding drugs for these conditions.\u201d\u00a0<\/p>\n<p class=\"wp-block-paragraph\">In its first year as a company, ChronicleBio has performed 890 blood draws from 709 patients in Utah, Arizona, Texas, and India. It has over 3,500 tubes of blood in its \u201cbiobank,\u201d the company tells me. It\u2019s extracted 153 terabytes of data from the blood\u2014that\u2019s three-times the 45 terabytes GPT 3.5, a 2022 model from OpenAI, was trained on. The company has raised $15 million to date.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">The next big thing: Home blood draws. On August 11, ChronicleBio will launch a sign-up link for mobile phlebotomy trucks to come to the homes of people with certain chronic diseases. Participants will get an in-depth report on their condition, free for the first 250 people. In exchange, they\u2019ll give their biological data to ChronicleBio. <\/p>\n<p class=\"wp-block-paragraph\">The goal is to learn more about diseases and improve the success of clinical drug trials, something Simo says would be nearly impossible without AI.<\/p>\n<p class=\"wp-block-paragraph\"><em>The transcript below has been edited for length, clarity, and publication.<\/em><\/p>\n<figure class=\"wp-block-image size-large\">\n<div class=\"block w-full\"><img alt=\"\" data-cy=\"article-image\" loading=\"lazy\" width=\"1024\" height=\"634\" decoding=\"async\" data-nimg=\"1\" class=\"transition-opacity duration-300 lazyload wp-image-4539752 not-prose w-full\" style=\"color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image\/svg+xml;charset=utf-8,%3Csvg xmlns='http:\/\/www.w3.org\/2000\/svg' viewBox='0 0 1024 634'%3E%3Cfilter id='b' color-interpolation-filters='sRGB'%3E%3CfeGaussianBlur stdDeviation='20'\/%3E%3CfeColorMatrix values='1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 100 -1' result='s'\/%3E%3CfeFlood x='0' y='0' width='100%25' height='100%25'\/%3E%3CfeComposite operator='out' in='s'\/%3E%3CfeComposite in2='SourceGraphic'\/%3E%3CfeGaussianBlur stdDeviation='20'\/%3E%3C\/filter%3E%3Cimage width='100%25' height='100%25' x='0' y='0' preserveAspectRatio='none' style='filter: url(%23b);' href='data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR4nGNgYAAAAAMAASsJTYQAAAAASUVORK5CYII='\/%3E%3C\/svg%3E&quot;)\" sizes=\"auto, (max-width: 320px) 50vw, (max-width: 768px) 85vw, (max-width: 1024px) 50vw, (max-width: 1200px) 40vw, 33vw\" srcset=\"https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=128&amp;q=100 128w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=256&amp;q=100 256w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=320&amp;q=100 320w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=384&amp;q=100 384w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=480&amp;q=100 480w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=576&amp;q=100 576w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=768&amp;q=100 768w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=1024&amp;q=100 1024w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=1280&amp;q=100 1280w, https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=1440&amp;q=100 1440w\" src=\"https:\/\/fortune.com\/img-assets\/wp-content\/uploads\/2026\/08\/ChronicleBio-Lab-Stock-1.png?format=webp&amp;w=1440&amp;q=100\"\/><\/div>\n<p>ChronicleBio<\/p>\n<\/figure>\n<p class=\"wp-block-paragraph\"><strong>In preparation for this interview, you sent me an <\/strong><strong>article<\/strong><strong> that you said encapsulates ChronicleBio\u2019s approach. It talks about how some patients with long COVID were participating in a clinical trial. The drug was working well for them, but then the trial was cancelled for supposedly being ineffective for the group as a whole.\u00a0<\/strong><\/p>\n<p class=\"wp-block-paragraph\"><strong>Fidji Simo:<\/strong> Yes, so that\u2019s really what Chronicle Bio is meant to solve. We have seen a lot of clinical trials fail because the pharmaceutical companies aren\u2019t able to identify which subset of patients they could work for. So they end up giving the drug to everyone with the same diagnosis. Let\u2019s say it\u2019s POTS. But there could actually be five sub-diseases within POTS, and the drug would work for one of them, but not the other four. So the clinical trial fails when it could have succeeded if we could have identified these people up front. It seems really simple, but it hasn\u2019t been done for these conditions.<\/p>\n<p class=\"wp-block-paragraph\"><strong>So is what your company is doing is finding patients with similar symptoms, grouping them together, and then testing drugs on those sub-groups so the trial is more likely to be successful?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">That\u2019s exactly right. We have already found five sub-diseases where the biology is really different, despite the symptoms being the same. And now that we understand the biology, we can map that to existing drugs that would solve the problem, and so we\u2019re going to start testing these existing drugs on our patient population before the end of the year. Then we would partner with biotech and pharma to develop new drugs, with the goal of having suitable therapeutics for every part of this patient population.<\/p>\n<p class=\"wp-block-paragraph\"><strong>What exactly do you mean by a sub-disease?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">The sub-diseases don\u2019t even have names right now. That\u2019s the problem. So, the way the medical system names these syndromes is by their symptoms. In the case of POTS, it\u2019s called Postural Orthostatic Tachycardia Syndrome. It\u2019s basically named after the symptom: Tachycardia means your heart rate goes up when you stand. But for one group of patients the disease might be driven by the immune system. For another, it\u2019s driven by the mitochondria. The underlying biology is very different, and that\u2019s why one drug isn\u2019t going to work across everyone even if the symptoms are the same.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Very cool. Backing up for a second, is it an amazing feeling to have gone through such a long medical journey yourself, and now you\u2019re in a position of power to actually improve the system?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">Yeah, you know, it\u2019s obviously a horrible disease, and I certainly wish I could have dodged it. But at the same time, I think it has given me enormous meaning. The delta between the disability from these diseases and the amount of funding and research being done on them is terrible. If you look at a condition like chronic fatigue syndrome, it is considered the most disabling disease of all diseases. Like when you look at the disease chart, it\u2019s completely at the bottom, worse than cancer.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">And yet, like if you look at the amount of funding for this condition, it\u2019s absolutely pathetic for two reasons. One, it primarily affects women, so of course you get less funding. Second, while it completely disables you, it usually doesn\u2019t kill you. And so, the combination of these two things has made it that these diseases are really ignored, even though they affect people at the prime of their lives. You usually get affected between 20 and 40 [years old], and you\u2019re completely disabled. You\u2019re taken out of your life entirely, and so it\u2019s a crazy amount of suffering.<\/p>\n<p class=\"wp-block-paragraph\"><strong>I got a lot of empathy for people with chronic fatigue and chronic conditions after being pregnant. It kind of feels like that.<\/strong> <em>[Earlier in our conversation, Simo mentioned she was bedridden for five months of her pregnancy and she developed POTS a few years later.]<\/em><\/p>\n<p class=\"wp-block-paragraph\">Yeah, imagine that 24\/7, impossible to move. [Some] patients are fully bedridden in the dark, sensitive to light, sensitive to sound. It\u2019s a really terrible quality of life, and to me, it seems impossible that with the tools we have today, we would continue to conclude that diseases are incurable and that patients should be in a dark room for years. We owe them something better, given the progress that we\u2019re seeing in a lot of disciplines.<\/p>\n<p class=\"wp-block-paragraph\"><strong>So what\u2019s different now with AI? What does it unlock that wouldn\u2019t have been possible before?\u00a0<\/strong><\/p>\n<p class=\"wp-block-paragraph\">The complexity of these diseases made it that without AI they were incredibly difficult to solve. Like I said, they\u2019re multi-system, so you need to be looking at the state of the nervous system, the state of the immune system, and how it correlates with your genetics. All of that is a massive data problem that was very hard to get your hands around without AI. And so finally we have AI, and then on top of that, you have the cost of these analyzes going down. Doing a genetic analysis years ago was way more costly than it is now. Analyzing 150 terabytes of data would have been either impossible or would have taken years, and now it takes us minutes.\u00a0<\/p>\n<p class=\"wp-block-paragraph\">So that\u2019s what gives me a lot of hope. I\u2019m physically the worst I\u2019ve ever been, but at the same time, we are at a moment in time where we have the best tools we\u2019ve ever had to solve diseases that are considered incurable.<\/p>\n<p class=\"wp-block-paragraph\"><strong>What AI models are you using?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">We\u2019re using a combo of OpenAI and Anthropic models. We\u2019re using anything that\u2019s available that can help.<\/p>\n<p class=\"wp-block-paragraph\"><strong>Why do you need to collect blood to get the right data?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">The reason I did ChronicleBio is because I really think that we are missing true biological data to make progress towards discovering drugs. Right now, a lot of the models use a lot of EHR data\u2014medical records. But medical records don\u2019t tell you enough about biology. They\u2019re incredibly noisy. They don\u2019t tell you how the human body works. If you look at LLMs, they work so well because the internet existed, right? You already had all of this language. We are missing the internet of biology.\u00a0<\/p>\n<p class=\"wp-block-paragraph\"><strong>What\u2019s the latest initiative you\u2019re working on?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">Right now we\u2019ve acquired all of this data [from blood] by partnering with clinics, but we think it\u2019s really important to get that data from anyone who wants to participate. We\u2019re now in the process of opening up our tests to anyone in the U.S. with mobile phlebotomy coming to their house. That\u2019s going to allow us to have like a much larger data set, but also reach patients that are bedridden, that are in the sickest stages of the disease. And we actually return the data to patients, so that gives them more information about that condition in case that can help direct them towards a particular therapy. So that\u2019s yeah, that\u2019s that\u2019s basically what we\u2019re up to.<\/p>\n<p class=\"wp-block-paragraph\"><strong>That\u2019s amazing. When does it start?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">It\u2019s next week, [on August 11]. We partnered with mobile phlebotomy companies that collect the blood in a kit. They send that to us. We get it analyzed. It takes a couple weeks because these analyzes are very robust. And then we send back a report to the patient about everything we learned, and that data goes into our database. And then over time, if we have more findings about which sub-disease the patient might have or things like that, we continue keeping them posted, and then they can take the test over time, so at multiple points in time, so that we can also see how they evolve. So if they went on a particular drug, did their immune system change? That gives us longitudinal data about the evolution and progression of these diseases.<\/p>\n<p class=\"wp-block-paragraph\"><strong>So I know there are already a variety of mail-in blood tests out there. How is what you\u2019re doing different?\u00a0<\/strong><\/p>\n<p class=\"wp-block-paragraph\">That\u2019s right. The test we do is very focused on these particular complex chronic conditions. So it\u2019s not just the standard blood tests that are common. It\u2019s a really advanced research-grade blood test.<\/p>\n<p class=\"wp-block-paragraph\"><strong>How much will it cost?<\/strong><\/p>\n<p class=\"wp-block-paragraph\">We\u2019re making it free for the first 250 patients because we really want to make sure they are getting value out of the report. After that, it\u2019s going to cost $400. We\u2019re doing it at cost, meaning that\u2019s what it costs us, and we\u2019re charging the same for patients. The whole point for us is not to make money. It\u2019s to collect data so we can find cures.<\/p>\n<p class=\"wp-block-paragraph\"><strong>This is all so fascinating. I\u2019m glad we did this.<\/strong><\/p>\n<p class=\"wp-block-paragraph\">Thank you for your interest! We\u2019re excited. You know, when I was at OpenAI, I said I think if AI accomplishes everything but doesn\u2019t cure disease, that would be a very sad state of affairs. The real promise of AI has always been to cure disease. I think it would be a tragedy if we had all of these amazing tools in our hands, but weren\u2019t able to turn them into drugs that can save patients\u2019 lives on a time frame that matters.\u00a0<\/p>\n<\/div>\n<p>#OpenAI #exec #Fidji #Simos #healthcare #company #analyzed #vials #blood<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When Fidji Simo announced she &hellip; <\/p>\n","protected":false},"author":1,"featured_media":1500,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[2988,1079,2814,623,2985,2986,1053,480,2987,889,2989],"class_list":["post-1499","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-finance-news","tag-analyzed","tag-biotech","tag-blood","tag-company","tag-exec","tag-fidji","tag-healthcare","tag-openai","tag-simos","tag-venture-capital","tag-vials"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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