Show Notes
This release contains only the music track from Base by Base Episode 377.
Song title: Attention Turns to Steel
Original 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 taxa
Journal: Proceedings of the National Academy of Sciences (PNAS)
DOI: 10.1073/pnas.2524201123
Reference: 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 1
I 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-Chorus
Not 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.
Chorus
Pull 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 2
Heatmaps 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.
Bridge
Some 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 Chorus
Pull 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.
