IV
Helio X Creative · Framework IV · Information Quality
Signal Status.
Verified Signal. Probable Signal. Candidate Signal. Noise.
You are not making decisions on bad information. You are making decisions on noise.
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Not all information is equal.
Most decision-making processes treat information as binary — either you have it or you do not. Signal Status is a classification framework. It classifies the information you already have so quality is explicit rather than assumed.
Verified Signal
Tested against reality and confirmed. Not 'we think it's true', but 'we have tested it and the test was sound'.
Probable Signal
Tested but not confirmed. Actionable under time pressure but carries residual uncertainty.
Candidate Signal
Not yet tested. Consistent with a hypothesis. Worth tracking but not actionable on its own.
Noise
No reliable connection to conclusions. Presents as information, usually with a confident presenter attached.
The Degradation Principle.
All signals degrade over time. A Verified Signal from two years ago is evidence of what was true two years ago. The reliability of a signal is a function of its source, methodology, and its age relative to the rate of change in its domain.