TWO-CLOCK VISUALIZER · with AI auto-calibrator
ODE:
dA/dt = dC̄/dt − λ_n · δ / (ε_n² + δ²)
· AI: 5-state × 5-action Q-learning
● PROGRAM START
— · — · —
→ anchors the absolute clock
SYSTEM CLOCK · perf_counter
--:--:--.---
—
elapsed
0.000 s
cores
—
ABSOLUTE CLOCK · start + A
--:--:--.---
—
A
0.000 s
samples
0
|sys−abs|
0.0 ms
AI AUTOMATON · ClockwiseAI · Q-learning(α=0.20, γ=0.85, ε-greedy=0.15)
CALM
DRIFT
NOISY
CRITICAL
CONVERGED
init · watching…
λ
0.400
ε
1.000e−3
action#
2
changes
0
Simulated thread biases · AI will adapt λ and ε in response
thread-1 bias
+0 ms
thread-2 bias
+0 ms
noise (jitter)
±2 ms
drift injection
0 ms/s
δ between threads · A−wall drift · AI-emitted λ · instantaneous correction
δ = C₁ − C₂ (ms)
|A − wall| (ms)
λ (AI-emitted gain)
correction ×10 (residue per step)