DIKW Toroid — Living Systems & Extractive Systems

MPCM · BRIDGING SPIRAL · ACTIVE INFERENCE · HOLARCHIC FLOW · PASS 2

◈ DOMINANCE HIERARCHY
DIKW STACK
D
Data
raw signal · noise
I
Information
pattern detected
K
Knowledge
stable pattern
── ML boundary ──
computable · statistical
U
Understanding
♠ somatic required
W
Wisdom
✦ full stack · lived
⊕ DESIRABLE DIFFICULTY
K→U threshold — productive friction
ACTIVE INFERENCE
PRED ERRORHIGH
UPDATINGNO
FREE ENERGY↑ MAX
MODEDEFEND
CLICK CANVAS · DRAG TRANSITION · WATCH THE SYSTEM HEAL
ENTROPY ↔ NEGENTROPY
← NEG
order SOC
⊕ ENT →
chaos
EMOTION AS NAVIGATION
PAIN
toward repair
FEAR
boundary signal
PLEASURE
toward expansion
KINDNESS
connection signal
PREDICTION ERROR / LAYER
D
I
K
U
W
DEFENDING — errors suppressed
❄ KINDNESS15
✦ IMAGINATION18
◎ RESONANCE12
⊕ TRANSITION0
Dominance systems extract energy to the center — the toroid collapses, wisdom is suppressed, errors are defended against.
Holarchic systems circulate energy through every node — the toroid breathes, wisdom emerges, errors become learning. The slow transition is the argument.