Goals

classical dirty south, drill breakbeat, doo-wop pop, samba · 4:52

Listen on 93

Lyrics

[Verse 1]
Young rat pups stumble through the maze at first
No hexagons firing, spatial code dispersed
Week by week the neurons start to organize
Grid cells awakening behind those tiny eyes
Scientists debate what makes the pattern grow
Is it hardwired genetics or experience flow?
Three camps are battling with their theories strong
Let me break it down in this developmental song

[Chorus]
Grid cells dancing in triangular arrays
Medial entorhinal showing us the ways
Born or learned or something in between
Most elegant spatial code we've ever seen
Sixty-degree angles, crystal lattice bright
Navigation compass burning through the night

[Verse 2]
First hypothesis claims it's all innate
Evolution carved these circuits, sealed their fate
Genetic blueprints wire the hexagon dance
No learning needed, just developmental advance
But opposing voices say that's way too clean
Experience sculpts what the brain has seen
Plasticity rules as the animal explores
Building spatial maps through environmental doors

[Chorus]
Grid cells dancing in triangular arrays
Medial entorhinal showing us the ways
Born or learned or something in between
Most elegant spatial code we've ever seen
Sixty-degree angles, crystal lattice bright
Navigation compass burning through the night

[Verse 3]
Deep learning networks threw a curveball wild
Trained on navigation, grids emerged unbidden style
No programmer coded hexagonal design
Yet artificial neurons fell in perfect line
This suggests the pattern's not species-specific art
But computational logic, mathematics at heart
Maybe evolution found what math demands
Universal solution across different lands

[Verse 4]
Human infants crawl before they walk and run
Spatial cognition starts when movement's just begun
fMRI scanners peek inside developing minds
Searching for the moment when the grid aligns
Cross-species evidence from mice to human youth
Points toward a fundamental spatial truth
That honeycomb pattern's more than neural art
It's geometry's answer to the wayfinding heart

[Bridge]
Hybrid theories rising from the research ground
Neither pure genetics nor learning can be crowned
Development unfolds through guided discovery
Constraints plus experience, solving mystery
What rodent studies whisper to our ears
Is grid code generic across the years

[Outro]
So when you see those grids in MEC fire
Ask yourself what makes that pattern's choir
Is it ancient wisdom locked in DNA chains
Or computational beauty flowing through the brains?
The answer shapes how we understand the mind
Specific evolution or solutions we can find

[Final Chorus]
Grid cells dancing in triangular arrays
Medial entorhinal showing us the ways
Born or learned or something in between
Most elegant spatial code we've ever seen

← Connections | Core papers →