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Over the past decade, I’ve kept a close eye on the emergence of artificial intelligence in healthcare. Throughout, one truth remained constant: Despite all the hype, AI-focused startups and established tech companies alike have failed to move the needle on the nation’s overall health and medical costs.

Finally, after a decade of underperformance in AI-driven medicine, success is approaching faster than physicians and patients currently recognize.


The next version, ChatGPT4, is scheduled for release later this year, as is Google’s rival AI product. And, last week, Microsoft unveiled an AI-powered search engine and web browser in partnership with OpenAI, with other tech-industry competitors slated to join the fray.

It remains to be seen which company will ultimately win the generative-AI arms race. But regardless of who comes out on top, we’ve reached a tipping point.

In the same way the iPhone became an essential part of our lives in what seemed like no time, ChatGPT (or whatever generative AI tool leads the way) will alter medical practice in previously unimaginable ways.

The effects of vitamin C on clinical outcomes in critically ill patients remain controversial due to inconclusive studies. This retrospective observational cohort study evaluated the effects of vitamin C therapy on acute kidney injury (AKI) and mortality among septic patients.

Electronic medical records of 1,390 patients from an academic hospital who were categorized as Treatment (received at least one dose of 1.5 g IV vitamin C, n = 212) or Comparison (received no, or less than 1.5 g IV vitamin C, n = 1178) were reviewed. Propensity score matching was conducted to balance a number of covariates between groups. Multivariate logistic regressions were conducted predicting AKI and in-hospital mortality among the full sample and a sub-sample of patients seen in the ICU.

Data revealed that vitamin C therapy was associated with increases in AKI (OR = 2.07 95% CI [1.46–2.93]) and in-hospital mortality (OR = 1.67 95% CI [1.003–2.78]) after adjusting for demographic and clinical covariates. When stratified to examine ICU patients, vitamin C therapy remained a significant risk factor of AKI (OR = 1.61 95% CI [1.09–2.39]) and provided no protective benefit against mortality (OR = 0.79 95% CI [0.48–1.31]).

Amount of toxin present in wheat, which is carcinogenic when heated, can be reduced and grown, new field study confirms Toast could soon be healthier after scientists grew a field of wheat genetically-edited to remove a cancer-causing chemical. Bread, when baked, produces a dangerous toxin called acrylamide, which is believed to be carcinogenic and when toasted is even more lethal.

Enhancers change rapidly during evolution, but the mechanisms by which new enhancers originate in the genome are mostly unknown. Not all regions of the genome evolve at the same rate and mutations are elevated at late DNA replication time. To understand the role played by mutational processes in enhancer evolution, we leveraged changes in mutation rates across the genome. By examining enhancer turnover in matched healthy and tumor samples in human individuals, we find while enhancers are most common in early replicating regions, new enhancers emerged more often at late replicating regions. Somatic mutations in cancer are consistently elevated in enhancers that have experienced turnover compared to those that are maintained. A similar relationship with DNA replication time is observed in enhancers across mammalian species and in multiple tissue-types. New enhancers appeared almost twice as often in late compared to early replicating regions, independent of transposable elements. We trained a deep learning model to show that new enhancers are enriched for mutations that modify transcription factor (TF) binding. New enhancers are also typically neutrally evolving, enriched in eQTLs, and are more tissue-specific than evolutionarily conserved enhancers. Accordingly, transcription factors that bind to these enhancers, inferred by their binding sequences, are also more recently evolved and more tissue-specific in gene expression. These results demonstrate a relationship between mutation rate, DNA replication time and enhancer evolution across multiple time scales, suggesting these observations are time-invariant principles of genome evolution.

The authors have declared no competing interest.

Researchers at the University of Göttingen have created a new approach to generate colored X-ray images. Previously, the only way to determine the chemical composition and arrangement of components in a sample using X-ray fluorescence analysis was to focus X-rays on the entire sample and scan it, which was both time-consuming and costly. The new method allows for the creation of an image of a large area with just one exposure, eliminating the need for focusing and scanning. The findings were published in the journal Optica.

In contrast to visible light, there are no comparably powerful lenses for “invisible” radiation, such as X-ray, neutron, or gamma radiation. However, these types of radiation are essential, for example, in nuclear medicine and radiology, as well as in industrial testing and material analysis.

Uses for X-ray fluorescence include analyzing the composition of chemicals in paintings and cultural artifacts to determine authenticity, origin, or production technique, or the analysis of soil samples or plants in environmental protection. The quality and purity of semiconductor components and computer chips can also be checked using X-ray fluorescence analysis.

Running ChatGPT costs millions of dollars a day, which is why OpenAI, the company behind the viral natural-language processing artificial intelligence has started ChatGPT Plus, a $20/month subscription plan. But our brains are a million times more efficient than the GPUs, CPUs, and memory that make up ChatGPT’s cloud hardware. And neuromorphic computing researchers are working hard to make the miracles that big server farms in the clouds can do today much simpler and cheaper, bringing them down to the small devices in our hands, our homes, our hospitals, and our workplaces.

One of the keys: modeling computing hardware after the computing wetware in human brains.


“Inference costs far exceed training costs when deploying a model at any reasonable scale,” say Dylan Patel and Afzal Ahmad in SemiAnalysis. “In fact, the costs to inference ChatGPT exceed the training costs on a weekly basis. If ChatGPT-like LLMs are deployed into search, that represents a direct transfer of $30 billion of Google’s profit into the hands of the picks and shovels of the computing industry.”

If you run the numbers like they have, the implications are staggering.

“Deploying current ChatGPT into every search done by Google would require 512,820 A100 HGX servers with a total of 4,102,568 A100 GPUs,” they write. “The total cost of these servers and networking exceeds $100 billion of Capex alone, of which Nvidia would receive a large portion.”

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This has been the news lately. This is a good breakdown of info and apparently Katcher wishes to do dog trials.


In this video we provide a quick update on activities at Yuvan Research. It is very exciting to see that Sima, the last remaining rat in the E5 trial is still alive and has surpassed the age of the previous record for lifespan of a Sprague Dawley rat.

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