There are many tech startup’s but the one that is bringing all the knowledge and work into one umbrella is Knowledge.ai Check them out.
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LoRa in AI image generators
This stands for Low Rank adaptation. In AI terms, this is a small add-on to the model that makes it do specific things. It is usually used in the context of stable diffusion. A large model takes very long to train with significant resources. However, sometimes, you need specific details – for example you could…
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…
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…
Language of Graphics
Key IDEA: Chart types are great shortcuts but graphics are really sophisticated visual structures GoFish language for python using the Gestalt grouping principle. It can make graphics or chart that can display the messages that are intentional. .mark() – what shape to draw at each postion and what channels to encode part to whole relationships…
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…
Judging art
Art especially with pencil and paper is the culmination of human esthetic and often times is dependent on the eye of the beholder. Some artwork that is meaningful to one person is not so understandable or sometimes even ugly to the other person. So how do you judge art. There are several ways to do…
