The FVS Philosophy
Purpose
To evaluate whether a media claim, forecast, or public statement materially advances understanding or merely occupies narrative space.
Anti-Goal
To reject performative claims, narrative laundering, and confirmatory repetition that lacks verification vectors.
Core Interrogation
"Does this claim move us closer to verifiable truth, accountability, or material insight — or does it stall, redirect, monetize, or mythologize?"
Methodology
FVS applies forecast verification principles to evaluate information quality in media claims and prediction markets. The framework measures directional value — whether a claim advances understanding or adds noise.
- High FVS: Specific, verifiable, actionable claims with clear causal reasoning.
- Low FVS: Vague assertions, unfalsifiable predictions, or recycled narratives without new information.
- The scoring system tracks contributor credibility over time, similar to prediction market reputation systems.
FORECAST VERIFICATION FRAMEWORK // PROTOTYPE V1.0