2026.06.12v0.4
Why large companies turn talented people into small cogs
The same systems that make scale possible quietly compress range. A note on what is gained, what is lost, and what to design around it.
Evidence · MediumRead →
An open research laboratory · An open research project
The greatest opportunities are invisible—until someone builds the capability to see them.
ADMD is an open research project exploring how people and organizations discover hidden capabilities, turn insight into scalable systems, and evolve in the AI era.
01 / The Core Loop
How a single observation becomes a scalable capability.
01
Observe
02
Pattern
03
Capability Gap
04
System Design
05
Experiment
06
Scalable Capability
02 / Latest Discoveries
From the lab notebook.
2026.06.05v0.8
Why explorers should not be forced to become operators
Forcing an explorer into an operator role does not make them a better operator. It usually makes them a worse explorer — and the company loses both.
Evidence · HighRead →
2026.05.29v0.2
AI agents as the missing operator for idea-driven founders
The bottleneck for many founders is not ideas; it is the operator they never hired. Agents change the math.
Evidence · EarlyRead →
03 / Framework Library
Working lenses for organizational reality.
Explorer vs Operator
Two modes of work — and why most companies quietly kill discovery.
- Version
- 0.8
- Evidence
- Medium
- Status
- Validated · 7 organizations
Capability Gap
Distance between stated strategy and the systems that actually run it.
- Version
- 0.6
- Evidence
- Medium
- Status
- Tested · 4 organizations
Opportunity Velocity
How fast you move from signal to first experiment.
- Version
- 0.5
- Evidence
- Early
- Status
- Tested · 3 organizations
04 / Research Timeline
A method in motion.
ADMD is versioned like software. Each milestone marks a discovery — not a release.
2026
05
Version 0.5 — public release
04
Founder Diagnosis System
03
AI workflow experiments
02
First organizational framework
01
Built ADMD
A diagnostic question
“What capability does your organization act as if it already has — but quietly does not?”
Begin a diagnostic →