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📋 Validation Log

Validation Log shows the accuracy record of every MAD agent prediction once the verify date passes and real market data is measured. Each prediction is scored against actual SPY market movement — correct predictions increase source trust weights, wrong predictions reduce them. This is the evidence layer that makes GNI a self-improving system rather than a static intelligence tool.

Available: April 14, 2026+
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Validation Log

When MAD predictions reach their verify date, GNI automatically scores each agent's directional accuracy against real-world outcomes. The Validation Log will surface which agents (Bull, Bear, Black Swan, Ostrich) were right, which were wrong, and what patterns emerge in their accuracy over time. This is the foundation of the GPVS feedback loop — transforming past predictions into future intelligence improvements.

⏰ Available: April 14, 2026+
What This Page Will Show
  • Per-agent accuracy scores across all verified predictions
  • Directional accuracy by time horizon (7d / 30d / 180d)
  • Source weight adjustments triggered by prediction outcomes
  • Surprise outcome detection — when reality defied all agents
  • GPVS scorecard exportable for IEEE paper evidence
Why This Requires GPVS Accumulation

This page requires verified prediction data from the GPVS system. The earliest MAD predictions were made in March 2026 with verify dates starting April 14, 2026. As predictions verify over time, this page will automatically populate with real accuracy data. No manual intervention is needed — GNI's autonomous pipeline handles verification and scoring automatically.

Current GPVS Status
0
Verified Predictions
Apr 10
First Verification
April 14, 2026+
Page Available

⚠️ Disclaimer: GNI reports are for informational purposes only and do not constitute financial advice. Always conduct your own research before making investment decisions.