Canonical Kernel Loader — OHME-e/t (Human Outcome Physics)

This page is the official canonical hub for OHME-e/t (Human Outcome Physics) inside Education OS.

OHME-e/t diagnoses why outcomes rise, stall, or collapse over time by scoring five factors:

O = Outcomes
H = Cohesion
M = Alignment (truth safety and rule integrity)
e = Environment (constraints and ceilings)
t = Time (trend, acceleration, tipping risk)

This page is the mount point for all OHME-e/t scoring rubrics, tools, runtime executions, and time-series diagnostics.

All OHME-e/t modules should refer back to this canonical address:

/ohme-e-t/ (this page)

OHME-e/t is part of the Education OS Core Stack:

Education OS Root → /education-os/
DLT Capability Engine → /dlt/
MCL Meta-Control Layer → /mcl-meta-control-layer/
Collapse Signatures → /collapse-signatures/
Environment Constraints → /environment-constraints/
Case Archive → /case-archive/

Human Outcome Physics

Why lives, organizations, and civilizations grow, stall, or collapse — and how to diagnose recovery modes over time

OHME-e/t is a diagnostic engine for human systems. It treats a person, a school, a company, or a civilization as a machine that converts inputs (people, resources, rules, culture) into outcomes — under constraints — over time.

This page is the canonical loader for the OHME-e/t program.

This framework operates as part of the EduKate Education OS.
Learn how humans are built using the DLT Capability Engine → /dlt/
Understand how education functions as a system → /what-is-education/
See how OHME-e/t is executed in real history → /ohme-et-ww2-germany/

Program Outputs

When you run OHME-e/t, the engine produces:

  • Collapse signature (regression sequence)
  • Dominant failure loop identification
  • Binding constraint detection
  • Recovery mode selection
  • Time-state classification (pre-tipping vs post-tipping)

What OHME-e/t stands for

O — Outcomes (objective performance)

Measures capability, productivity, stability, and execution quality.

Related system: DLT Capability Engine → /dlt/

H — Human Cohesion

Measures trust, morale, initiative, and cooperative energy.

M — Moral Alignment / Rule Integrity

Measures truth safety, incentive alignment, corruption/extraction, and governance signal integrity.

Failure loop diagnostics → /collapse-signatures/

e — Environment (constraints)

Measures energy, logistics, supply chains, geography, and external pressure.

t — Time

Measures compounding, lags, tipping points, and irreversibility.

WW2 Germany runtime → /ohme-et-ww2-germany/

Inputs required to run OHME-e/t

  • System boundary (what is included)
  • Time window (start–end)
  • 5–10 observable indicators
  • Trend direction per axis
  • Suspected binding constraint hypothesis

Indicator Library

Outcomes (O)

Learning results, productivity, readiness, defect rate, replacement rate, growth trend.

Cohesion (H)

Trust levels, attrition, polarization, morale proxies, initiative, compliance cost.

Alignment (M)

Corruption extraction, truth safety, whistleblower risk, rule consistency, censorship pressure.

Environment (e)

Energy cost, supply concentration, logistics depth, demographic ratios, trade access.

Time (t)

Slope acceleration, volatility, lag build-up, sudden regime changes, irreversibility markers.

How the OHME-e/t program runs

Step 1 — Define the system

Step 2 — Score OHME-e/t (0–10)

Step 3 — Identify the binding constraint

Step 4 — Detect dominant failure loop

Step 5 — Classify state

Step 6 — Select recovery mode

Toolkit → /ohme-et-tools/

Quick Start Runtime (3-minute executions)

Student stagnation

O=4 H=5 M=6 e=7 t=↓
Constraint: learning pipeline
Loop: replacement deficit
Recovery: Mode 2

Company decline

O=3 H=4 M=3 e=6 t=↓
Constraint: trust & signal integrity
Loop: fear governance
Recovery: Mode 1

Civilization stress

O=5 H=4 M=4 e=3 t=↓
Constraint: energy & supply
Loop: overreach
Recovery: Mode 4

Recovery Modes

Mode 1 — Signal Repair
Mode 2 — Complexity Pruning
Mode 3 — Cohesion Rebinding
Mode 4 — Constraint Relief
Mode 5 — Time Strategy

Constraint library → /environment-constraints/

Collapse Signature

DLT weakens → O stalls → H fractures → M collapses → e binds → t flips

Tipping Points

Two axes fall together → negative loops self-reinforce → shocks become fatal → recovery cost explodes

Diagnostic Worksheet

System: _ Goal:
Time window: _

O _ H M e t Binding constraint:
Loop:
State: Growth / Stall / Decline / Collapse
Recovery mode: __

EduKate Education OS Core

What Is Education → /what-is-education/
DLT Capability Engine → /dlt/
OHME-e/t → /ohme-et/
Civilization Diagnostics → /collapse-signatures/

Runtime Executions

WW2 Germany → /ohme-et-ww2-germany/

This is now a formal executable system layer.
Next step is publishing the scoring rubric and the second runtime (Rome or USSR).