Research, case studies, and analysis on temporal validation and staying power
The story of why TVI exists — and why it measures what lasts, not what's loud. A manifesto for long-term thinking in a viral world.
After 26 years, MNIST scores 40.21 TDIS — higher than datasets 100× larger. What temporal validation reveals about staying power.
How Investment Staying Power Score flagged structural weakness at ISPS 82 while Apple scored 7,775.
Why observers with 3-month validation horizons literally cannot perceive foundational value.
How we tested TVI against known outcomes: viral content, business methods, AI datasets, and corporate survival.
Portfolio analysis 2020-2024: how temporal validation outperformed momentum and fundamentals.