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

Fingerprint v2.1

@late_north35

Soren Ellis · researcher · UK

I review like I want to be reviewed.

Open on X

Followers

7,069

Posts / day

2.6

Active months

90d growth

20%

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 density0.68

Citation rate0.71

Substantive replies0.64

Technical depth0.78

Originality0.79

Explanatory depth0.68

composite 0.71

Spam check

farm 0.17 · looks humanno coordination flags

Timing entropy: 0.79
Cadence regularity: 0.27
Duplication: 0.08
Follow churn: 0.06
Promo frequency: 0.03
CTA patterns: 0

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: ai-research · ml-research

bridge_score 0.32

Topics

ai0.87
ml0.68
science0.24

Why this person — source posts

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

“A 'surprising' result without a seed sweep is a lucky run.”
id late_north35-1 · original · created 2026-09-11T08:14:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @late_north35 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:62ca71ef