04
INV
CHAPTER · ASYMMETRY
entropy gradient
FORWARD
Entropy compounds
in one direction.
So does
AXIOM
.
INVERTED
Forward timeline
94.3K
+22.7%
Active operators · Q4 2026
31K
Q1
48K
Q2
62K
Q3
94K
Q4
Inverted baseline
212
-4.2%
Inversion events · rolling avg
Forward 33%
Inverted 51%
Neutral 16%
Before · Q3
47%
After · Q4
84%
Source: Turnstile telemetry · Q4 2026
INVΞRSION
14 / 28
This is the
Tenet (2020 Inversion)
design system, applied by
Curio Design
— a design-style library for AI agents. Full Tenet (2020 Inversion) guide →
designbycurio.com/learn/tenet-2020-inversion