These are not preferences or cultural values. They are structural requirements. If any of them are violated, the system degrades rapidly.
Time is a scarce and expensive resource. A fast decision on incomplete information is often superior to a slow one on slightly better information. Velocity applies equally to stopping — ending quickly when signals are negative is a success, not a failure.
Once a decision is made, the system requires full commitment. Half-measures are discouraged. Commitment is procedural, not emotional. Decisions may be reversed only when new information enters the system.
The same metric means very different things in Discovery, Validation, and Exploitation. Signals are always interpreted relative to state. Context prevents overreaction to noise and mis-reading of legitimate signal.
Capital exists to buy truth. Hypotheses are presented with binary thresholds, bear cases are named without softening, and communications are not optimised for emotional resonance. Softening under pressure violates the system regardless of outcome.
These constraints are intentionally strict. They reduce the number of eligible cases and dramatically increase the quality of those that remain.
Every case must have a defensible path to meaningful enterprise value. For DTC, 5–10M USD ARR within three years. Adjacent asset classes have equivalent thresholds. Heroic assumptions disqualify a case.
CAPEX-light by default. OPEX-light by design. Fixed costs are treated as system debt. Variable costs that scale with evidence are preferred to commitments made in advance.
A clear and realistic distribution advantage is required at entry. A business that only works with continuous capital injection is structurally fragile and is rejected.
“We do not know the outcome. If our hypotheses and attributes hold, the risk-adjusted return is attractive. Here are the thresholds. Here is the bear case.”
Any communication that promises certainty violates the system. Radical honesty filters out most audiences. That is a feature, not a defect.