Archive - Mindforge Labs

MSD Classified the Iran Shock Before VIX Blew Out.

Here’s the Tape.

Mar 9 • Angel Edwards, Mindforge

February 2026

141:1 - The Math of Restraint

3 banks failed. VIX hit 30. Our system said nothing. It was right.

Feb 10 • Angel Edwards, Mindforge

December 2025

The Complacency Myth: Why Longer Calm Doesn’t Mean Harder Crash

Does extended market quiet really precede more severe volatility episodes?

Dec 23, 2025 • Angel Edwards, Mindforge

April 2025: The Market Wasn’t Fragile Because of Tariffs. Tariffs Hit a Fragile Market.

On April 7, 2025, the VIX hit 60.13 — the highest since COVID. Everyone blamed Trump’s tariff threat. Our data tells a different story.

Dec 15, 2025 • Angel Edwards, Mindforge

Peer Review Was Built for a Different World

Scientific discovery is changing.

Dec 15, 2025 • Angel Edwards, Mindforge

Why Traditional Models Missed the August 2024 VIX Spike (And What Caught It)

Market-only models didn’t see it because they don’t incorporate environmental fragility. Ours do.

Dec 12, 2025 • Angel Edwards, Mindforge

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