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.
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.
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…
Kalin Klonchev – the winner of a competition for AI based data analysis from Broad in 2024 had also created a tool called DeepSpot. Worth looking at for spot analysis of H&E sections by converting a full H&E slide pictures to “spots” which are analyzed. Some good links: DeepSpot paper: https://www.medrxiv.org/content/10.1101/2025.02.09.25321567v1 DeepSpot GitHub repository: https://github.com/ratschlab/DeepSpot…
I am exploring how AI can scale expert feedback in subjective domains with a hobby project. After visiting art museums around the world, I kept coming back to a familiar challenge: how do you consistently evaluate something inherently subjective? After having created medical devices in pain, the idea was worth exploring. It’s a question that…
As AI has progressed generating code, writing, music or other intelligent language based skills through an LLM there is a parallel growth in detection of AI generated content. Like everything AI, it is a probability game. Trying to estimate the combination of words/tokens and comparing with what is in the model. Using a standard model…
Observability is important for AI and AI tools. It is the ability to monitor them for token usage, response quality and model drift. Typically, an AI system is monitored through logs, traces and metrics but an AI system on AI agent may need other metrics. Troubleshooting a complex AI system that produces its output probabilistically…
Came across an interesting company called Noetik.ai https://www.noetik.ai/ Their platform and models are using spatial biology data to develop AI models that could help in drug discovery. They have partnered with GSK to in Colorectal cancer and Non small cell lung cancer and GSK will license their OCTO models for their research. The image is…
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