FIELD NOTES
Observations from the field. Data-driven insights on human signaling and profile optimization.
Built Different: Inside Zygnal’s Behavioral Intelligence Engine
How an ordinal‑Bayesian, reliability‑weighted, MRP‑corrected system turns chaotic votes into a VCI you can bet your weekend on—and the one move that actually moves the needle.
LATEST TRANSMISSIONS
Zygnal in 60 Seconds: The Dating Profile Engine
What the app is, how it works, and why it wins—fast.
TLDR: Why Your Dating Profile Is Broken (And How Zygnal Fixes It)
Your dating profile has a 0.08% success rate. You have 1.7 seconds to survive the first cut. And 68% of you are leading with the wrong photo. Here's the brutal math—and the exact fix.
The Hidden Science of Dating Profile Optimization
Why dating profiles fail: The hidden science, brutal math, and data patterns that explain why you're getting ignored — and exactly how to fix it.
Introducing Zygnal: Where Dating Profiles Meet Data Science
A new app that turns dating profile optimization from guesswork into science. Real votes, AI analysis, and statistical rigor deliver a score you can trust—and a next move that actually works.
Under the Hood: How Zygnal Actually Works
A technical deep-dive into the statistical machinery powering Zygnal's VCI scores. Ordinal regression, Bayesian priors, MRP correction, and the engineering decisions behind dating profile science.