A good website keeping us all current for biological AI models.
There are not that many open models but the website lists their “openness” and their citation.
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Opencell
Discussion by Manu Leonetti at Chan Zuckerberg hub. Self driving cars are taught in simulation. Similar biology should be also done as simulations. The cell needs to be thought as devices. How does information flow within a cell and do that in cells. Use GFP to tag the cells but also later use it for…
Why AI use is challenging in Biopharma
This was in a LinkedIn Post by Jeffrey Low and was from a survey done by Endpoints news and it is so correct that it is very difficult to translate animal models to human biology. This is coming from a group of about 500 verified subscribers who were asked in October 2025. The survey also…
Positron Emission Tomorgraphy
PET is used in drug discovery: PET in patient selection Process: Cyclotron is used, chemistry and formulation and then imaging and analysis. PET Takes time to make the probe: 20 mins to make the probe For brain usually short half life is used – Carbon 11 – 20 minutes, Fluorine 18 109 minutes, Nitrogen 13…
AI in subjective domains
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Fitness landscape for antibodies (Flab2)
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Tools for critique of art – open source
Good publication to review material: CognArtive: Large Language Models for Automating Art Analysis and Decoding Aesthetic Elements at https://arxiv.org/html/2502.04353v1 And the wonderful visualization to analyze the data over the years that was derived from WikiArt. https://cognartive.github.io Autocritic: an open-source system that uses classic art theory to evaluate images and steer generative systems. It distills historical…
