"The best way to solve these [#AI] problems is to create a new set of testing companies that will be incentivized to out-innovate each other—in short, a robust economy of testing."—
@ericschmidt
@erictopol
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Testing Economy Model for AI Safety and Innovation
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Multimodal AI Advances Early Pancreatic Cancer Diagnosis
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The pieces are coming together for how we will diagnose pancreatic cancer early in the future, with the help of multimodal #AI https://
nature.com/articles/s4301
8-023-00698-6
… https://
statnews.com/2024/01/25/pan
creatic-cancer-early-detection/
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AI Transforms Cancer Screening Through Personalized Risk Assessment
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Rebooting cancer screening
"The enhanced ability to objectively assess personalized cancer risk [with #AI] is probably the most important element in a rational cancer screening strategy." Integrating multi-cancer early detection tests https://
science.org/doi/10.1126/sc
ience.adk1213
… @ScienceMagazine -

AI Essay Published in Science Magazine
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My #AI essay in the new issue of @ScienceMagazine https://
science.org/doi/10.1126/sc
ience.adn9602
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Immune Tolerance Advances: Antigen Delivery Clinical Trials Progress
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One of the most exciting biomedical advances in the works w/clinical trials is achieving immune tolerance for preventing or treating autoimmune diseases. Nice summary of approaches for antigen delivery @ScienceMagazine https://
science.org/doi/10.1126/sc
ience.adg7505
… @BanaJabri @AbadieValerie @UChicago -
TIME’s New AI Special Issue Covers Medicine’s Future
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Ironically, @TIME has a new #AI special issue which isn't digital!
It's broad, covering so many aspects, and includes a Q and A on medicine's future -

AI LLMs Promise Better Diagnosis for Rare Diseases
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The promise of #AI LLMs for diagnosis of rare diseases
"It’s in the diagnosis of rare diseases — which afflict an estimated 30 million Americans … — that AI could almost certainly make things better." https://
washingtonpost.com/opinions/2023/
11/15/ai-rare-disease-diagnosis/
… by @binajv @PostOpinions w/ @zakkohane -

CAR-T Cell Engineering Shows Promise for Lupus Autoimmune Treatment
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It has already begun for lupus and there's considerable promise for engineering a person's T cells (CAR-T) to treat autoimmune diseases: a new and outstanding review @TheLancet https://
thelancet.com/journals/lance
t/article/PIIS0140-6736(23)01126-1/fulltext
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Engineering T Cells: Prospects for Advanced Cell Therapies
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For a broader overview of prospects for T cell therapies: https://
erictopol.substack.com/p/engineering-
t-cells
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AI Cancer-Fighting Tool: Healthcare Innovation Beyond Hype
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I've read your article and thought it was very good, Adam. My only issue was the unnecessarily hyped cover. https://
newsweek.com/2023/12/08/ai-
cancer-fighting-tool-weve-been-waiting-1845842.html
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