Update README.md

README.md

@@ -114,6 +114,16 @@ chmod +x test.sh run.sh
 python3 test.py
 ```
 
+## How the Quantum Oscillators Work for Next Tokens
+
+The "4x quantum harmonic oscillator superposition" in microd_v2 does not process token prediction step-by-step during inference. Instead, it functions strictly at the end of the training pipeline to establish a deterministic seed.
+
+Component	Operational Role
+Simulated Superposition	The mathematical engine runs an algorithmic simulation of 4 waves/oscillators with assigned frequencies (ω = 1, φ, 2, π).
+Wavefunction Collapse	When training finishes, these overlapping wave equations are collapsed down to a single integer value (the Harmonic seed: 1251963776).
+Deterministic Initialization	This seed locks in the pseudorandom states needed to output reproducible transition probabilities inside model.json.
+
+
 ## Files in the Bundle
 
 | File | Description |