Lifetime News – GPT-4 for Medicine

In this episode of Lifespan News, Emmett Short discusses how GPT-4 is making waves in the medical field.


Arguably the most exciting technology in the world right now is GPT-4 and large language models in general, which are being given new skills at a breakneck pace. And while projects like ChaosGPT built to destroy humanity tend to make a lot of headlines, for one of those projects hundreds more are used to advance humanity. It has been.

This is especially true for longevity and the medical field in general. With GPT-5 and beyond on the horizon, we’re getting closer and closer, but we’re not just scratching the surface of what GPT-4 can do. Already today, doctors’ certificates and paperwork have been streamlined, new chemicals never existed before have been synthesized, and more rapid diagnoses have been provided.

In this video, we show you some of the amazing ways GPT-4 is shattering the medical landscape, making medical GFX better, faster, and cheaper, and the AI ​​that will fundamentally change our lives in the not-too-distant future. I will talk about possibilities.

The first is drug discovery.

The traditional drug discovery process was like, “If we burn enough money, eventually there will be a drug, right?” But sometimes money runs out, drugs run out, and money is wasted. Reminds me of every trip to Mexico.

Using a ‘zero-shot’ AI model, Absci designs novel therapeutic antibodies that bind to specific targets without relying on training data from antibodies known to bind to specific targets I was able to do. This approach generates antibody designs distinct from those found in existing antibody databases, leading to novel compounds with potentially higher potency.

Another company, Generate:Biomedicines, recently partnered with the University of Texas MD Anderson Cancer Center to jointly develop protein therapeutics for advanced cancers.

CEO Mike Nally talks about his company’s technology.

The potential of generative biology could go beyond existing proteins found in nature to create new proteins that are built for specific needs. Drug discovery by trial and error is like a carriage compared to generative AI drug discovery. GPT-4 and other generative AI technologies are a faster, more effective and affordable way to find cures.

Next comes diagnostics. In today’s medical environment, traditional diagnostic methods can feel like playing a high-stakes game of whack-a-mole, with human error, potential misdiagnosis, and unnecessary testing plaguing the ugly head. . However, with the advent of GPT-4, diagnostics in medicine is on the brink of revolution.

Generative AI’s unmatched pattern recognition and natural language understanding capabilities are expected to improve diagnostic accuracy and ultimately make healthcare better, faster and cheaper.

Dr. Isaac Cohane, a computer scientist and physician at Harvard University, recently tested GPT-4 and found that it correctly answered US medical exam licensing questions more than 90% of the time. . Kohane said GPT-4 showed better clinical judgment than “many doctors” he observed. In a startling example, GPT-4 accurately diagnosed 1 in 100,000 rare conditions using only a few key details provided by Dr. Kohane.

Despite its superior capabilities, GPT-4 is not without its limitations. AI models can still make mistakes and sometimes produce incorrect information.

In his book The AI ​​Revolution in Medicine, Dr. Kohane wrote that he was “impressed and horrified.” “On the one hand, I was having sophisticated medical conversations with computational processes,” he wrote. “On the one hand, just as we were struck by the disturbing reality that millions of families will soon have access to this marvelous medical expertise, we also felt that GPT-4 advice was safe and effective. I didn’t know how I could guarantee or prove that it was.”

Growing pains aside, the effects are incredibly exciting. GPT-4 has the potential to significantly reduce misdiagnosis rates and unnecessary tests through faster and more accurate diagnosis, leading to better resource allocation and cost savings for the medical industry, but Tesla’s fully self-driving software It’s like, still needs a human. In the driver’s seat, take responsibility and intervene when necessary.

In addition to its diagnostic capabilities, GPT-4 will help doctors communicate more effectively with patients, translate medical jargon into understandable language, and suggest thoughtful bedside manners. is also helpful. And the jokes are less awkward than the gynecologist’s jokes.

This brings us to our final example, paperwork. Healthcare professionals have long been plagued by excessive documentation and an alarming amount of administrative work. In fact, one study revealed that doctors spent two of her hours doing paperwork for every hour she spent interacting with patients. This burden contributes to physician burnout and negatively impacts the efficiency of the healthcare system as a whole.

But now a breakthrough solution has arrived. Microsoft and Nuance Communications have developed DAX Express, a fully automated clinical documentation application that seamlessly combines ambient AI with the advanced reasoning and natural language capabilities of GPT-4.

These notes are immediately available for clinician review, and the application is tightly integrated with electronic medical records software. The clinician places the final “approval” in the clinical record, ensuring accuracy and quality.

The recent integration of GPT-4 into DAX Express has changed the game. By reducing physician workload and administrative tasks, DAX Express enables physicians to focus more on patients, reduces administrative costs, improves accuracy of clinical records, and ultimately leads to better patient care. increase. DAX Express not only helps physicians, it also aids in diagnosis by keeping the patient’s medical history always in context.

In summary, GPT-4 will revolutionize medicine and open the door to a future full of possibilities. Imagine the possibilities 10 years from now, or even he 5 years, especially in the area of ​​healing aging. GPT-4 may help decipher the complex biological mechanisms of aging and generate unique compounds and therapies that slow or reverse the process. With a personalized longevity plan that adapts to every choice you make, you always have a clear path to optimal health and vitality.

Of course there are risks, and it’s too early to let go of the wheel. Despite its advanced capabilities, GPT-4 remains prone to errors and hallucinations, which can lead to misdiagnosis, inappropriate treatment, and even harmful interventions if not managed carefully. AI systems like GPT-4 are trained on vast amounts of data that can contain inherent biases. Failure to address these stigma can perpetuate and widen existing disparities in health care, further marginalizing vulnerable populations.

In awe of the transformative impact of GPT-4, we minimize risks and pitfalls to ensure a future where AI’s incredible potential in healthcare benefits everyone. To do so, we must face these challenges head-on. But if you do, the future looks bright.

Please share your thoughts and experiences with GPT-4 and its impact on healthcare. Share your insights, opinions and personal stories in the comments section below.

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