https://galagos.ai/blog Where computational and life sciences converge — industry insights, technical deep dives, and perspectives from the frontier of Agentic AI. en Thu, 09 Apr 2026 10:13:10 GMT https://galagos.ai/assets/logos_galagos/galagos_logo.png https://galagos.ai/blog https://galagos.ai/blog/when-the-analysis-is-wrong-the-preclinical-cost-nobody-measures https://galagos.ai/blog/when-the-analysis-is-wrong-the-preclinical-cost-nobody-measures How irreproducible computational analysis quietly costs the biomedical enterprise billions — and why the bioinformatics step is the single point of failure. Michael Hartung Industry Insights Wed, 01 Apr 2026 10:00:00 GMT https://galagos.ai/blog/rna-seq-at-scale-what-breaks-when-throughput-doubles https://galagos.ai/blog/rna-seq-at-scale-what-breaks-when-throughput-doubles A detailed look at what actually breaks in RNA-seq pipelines when sample throughput doubles, and why the problems are structural. Michael Hartung Technical Deep Dives Tue, 24 Mar 2026 10:00:00 GMT https://galagos.ai/blog/why-eu-biotech-cannot-hire-its-way-out-of-the-bioinformatics-crisis https://galagos.ai/blog/why-eu-biotech-cannot-hire-its-way-out-of-the-bioinformatics-crisis The structural reasons why European biotech companies cannot solve their bioinformatics bottleneck through recruitment alone. Michael Hartung Industry Insights Tue, 17 Mar 2026 10:00:00 GMT