AI

  • AI job search

    Byscientist

    With AI enabling many activities in the job hunt process, it is expected that many job applicants and executive at hiring companies use AI based tools for the process. The “automated” process used to be enabled by keywords which was the way that the candidates were selected from a large pool but with the availability…

  • AI in subjective domains

    Byscientist

    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…

  • Tools for critique of art – open source

    Byscientist

    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…

  • LoRa in AI image generators

    Byscientist

    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…

  • Text from Image

    Byscientist

    Starting with a base image, it is possible to generate a description. An AI (Qwen-3-VL) simple description : This is a simple, hand-drawn black-and-white sketch of a person’s upper body. Here’s a breakdown of the key elements: Hair: Long, flowing hair depicted with two smooth, curved lines extending from the top of the head down…

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    Engaging website

    Byscientist

    There are many ways that websites show their landing pages. Usually there are a lot of graphics. The Harvard innovation lab does it wonderfully with their landing page for one of their challenges showing particles which are responsive to mouse movement. Very dynamic and very intriguing! https://innovationlabs.harvard.edu/presidents-innovation-challenge/finalists The developer’s console tells you a bit about…