DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@ridge_signal62

Dmitri Shah · scientist · UK

Instruments, then tweets.

Open on X

Followers

22,320

Posts / day

0.8

Active months

90d growth

12%

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.77

Citation rate0.64

Substantive replies0.69

Technical depth0.24

Originality0.63

Explanatory depth0.81

composite 0.63

Spam check

farm 0.13 · looks humanno coordination flags

Timing entropy: 0.87
Cadence regularity: 0.20
Duplication: 0.11
Follow churn: 0.03
Promo frequency: 0.04
CTA patterns: 1

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: working-scientists

bridge_score 0.26

Topics

science0.90
math0.29

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“We reran it. It held. That is the post.”
id ridge_signal62-1 · original · created 2026-09-21T18:20:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @ridge_signal62 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:4bd3f5d0