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LoRa adaptors
LoRa in the IOT community are the low power long range wireless standards devices that are utilized to send a signal over large distances. However, in the AI field LoRa implies Low rank adaptation – which is relatively more efficient compute way to fine tune pretrained models (LLM, vision transformers, diffusion models). With a pretrained…
DeepSpot
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…
- AI | Biology | Pharmaceutical
AWS Target Discovery agent
AI agents are everywhere accomplishing activities. Drug Discovery agents have been coming on fast and the scale at which these agents approach drug discovery is phenomenal. There is a great example of a AWS agent that was SPECification built using Kiro from scratch in 3 weeks that delivers drug targets. Amazing to see that it…
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…
AI design for polymers
Bayreuth GmbH: Thermoset formulations are made by trial and error and by SME. Sometimes made by Design of experiments and in future by ML. Bayesian optimization: Eg: Bio based formulations – such as epoxy amine reactions by trying to determine the glass transition temperature. Also – machine learning to develop flame retardant formulations. Then it…
AI in subjective domains
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…
