Overview

• SQUID stands for Surrogate Quantitative Interpretability for Deepnets, developed by CSHL scientists.
• It leverages quantitative genetics knowledge to interpret AI models analyzing the genome.
• SQUID generates a library of over 100,000 variant DNA sequences for analysis.
• The tool uses MAVE-NN to perform thousands of virtual experiments, identifying accurate predictive algorithms.
• SQUID aims to aid biologists in forming hypotheses and understanding genomic functions more effectively.