Attention Turns to Steel

This release contains only the music track from Base by Base Episode 377. Song title: Attention Turns to SteelOriginal Base by Base episode: 377: ProteomeLM — proteome-scale language modeling for interactomes and essential genes Article metadata:Article title: ProteomeLM: A proteome-scale language model enables accurate and rapid prediction of protein–protein interactions and gene essentiality across taxaJournal: Proceedings of the National Academy of Sciences (PNAS)DOI: 10.1073/pnas.2524201123Reference: Malbranke C, Zalaffi GP, Bitbol A-F. ProteomeLM: A proteome-scale language model enabling accurate and rapid prediction of protein–protein interactions and gene essentiality across taxa. Proc Natl Acad Sci U S A. 2026;123:e2524201123. doi:10.1073/pnas.2524201123 Lyrics:Verse 1I see the whole proteome laid out like roads at night,A crowded map of maybes in electric light.We mask a name, the silence asks the system to reveal,And hidden links start humming—attention turns to steel. Pre-ChorusNot one more slow chase in the dark,We read the patterns where the networks arc.From tangled pages to a clean, fast call,The signals rise when the tokens fall. ChorusPull the thread, watch the web ignite,Protein to protein—locked in the light.Across the taxa, same beat, same sound,Find what matters before it’s found.Essential lines you can’t erase,We see the core in the crowded space. Verse 2Heatmaps like constellations, heads that learn to point,Unsupervised whispers at every joint.Faster than the old math grinding gears in the rain,We rank the pairs, we cut the cost, we still keep the gain. BridgeSome worlds are noisier, some data’s thin,Big models stumble when the samples can’t begin.But give it clean annotations, give it time to grow,And minimal cells still show what they can’t let go. Final ChorusPull the thread, watch the web ignite,Protein to protein—locked in the light.Across the taxa, same beat, same sound,Find what matters before it’s found.Essential lines you can’t erase,We see the core in the crowded space.