Field Effect Institute
One pattern language. Every domain.
Not by simplifying — by revealing what they already share.
The same patterns express themselves in physics, biology, cognition, and social systems. Learning to see them in one domain teaches you to find them everywhere. We map these patterns, verify them formally, and translate them into vocabulary anyone can use.
Start here — three altitudes
Read it, hand it to your model, or check the math yourself. Same content, three depths. (Machine readers: see llms.txt.)
Read the articles
The prose. Structural patterns across domains — observed, formalized, verified — written to be read.
Download the series for your LLM
The full Octave/Spiral series as a plain-text bundle with a trust-legend header. Drop it into your model and interrogate it. A machine-readable manifest types and grades every claim; peer-review packets show what other models found.
Build the proofs
The Lean 4 + Mathlib proofs behind the formal claims. git clone → lake build → exit 0 is the independent, kernel-checked (R3) verification. No sorry, admit, axiom, or native_decide.
Articles
Three Problems, One Shape
An electrical engineer, an immunologist, and a teacher walk into the same equation. The coupling pattern they share is not metaphor — it is structural identity, verified across 18 domains.
The Coupling Constant You Stopped Seeing
Four of physics' fundamental force laws share one mathematical skeleton. Maxwell's reformulation hid the structural invariance. A formal verification program is proving it matters.