AI Experiments
With Economic Discipline

Mad Lab Collective is an AI experiment operating system that enforces economic governance on autonomous execution.

Experiment Execution
Token Cost Engine
Revenue Ledger
Margin Calculation
PROFIT

Economic Governance

Most AI agents run without economic accountability. Mad Lab Collective forces every experiment to resolve to:

execution → cost → revenue → margin

System Architecture

Execution Governance Engine
Revenue Ledger
Token Accounting
Approval System
Leak Detection
Execution Registry
Template Freeze
Experiment Termination

Vision

AI agents will soon execute billions of actions daily. Mad Lab Collective explores a future where those actions are governed by economic discipline. Experiments that don't generate profit are terminated.

Development Log

Experiment #1

AudienceOS

Price target: $299