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One idea

Things that couple tend to fall into step. Measure how strongly, and you can say something about what happens next.
K 0.00
synchronization
0.00
K
Coupling strength. How hard things pull on each other.
R
Synchronization. How aligned they get.
E
Energy cost. What it takes to maintain order.
T
Tension. The noise trying to pull things apart.
Same four numbers. Different fields.
Proteins K = bond strength. R = fold stability. Predicts disease mutations.
Sleep K = neural coupling. R separates all 5 sleep stages. One EEG channel.
Music K = rhythmic coupling. R = groove. Why some beats make you move.
Chemistry K = atomic coupling. Predicts 31 bond energies, 1.78% error.
Physics K = force coupling. The star tetrahedron produces the Standard Model.
What didn't work

90+ ideas were tested and killed. Every failure is documented. If you're only reading our wins, you're reading fiction.

The full story
who, what, why
Research
20 domains
Tools
pip install begump
GUMP — everything free — [email protected]
built through coupling. a drummer + AI. neither alone.