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

Fingerprint v2.1

@glass_amber4

Clara Hassan · writer · UK

Small press. Large margins.

Open on X

Followers

23,254

Posts / day

2.7

Active months

90d growth

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 density0.65

Citation rate0.67

Substantive replies0.50

Technical depth0.83

Originality0.62

Explanatory depth0.85

composite 0.68

Spam check

farm 0.19 · looks humanno coordination flags

Timing entropy: 0.62
Cadence regularity: 0.23
Duplication: 0.09
Follow churn: 0.07
Promo frequency: 0.02
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: lit-poetry

bridge_score 0.15

Topics

poetry0.80
literature0.53
philosophy0.16

Why this person — source posts

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

“If it scans only when you perform it, it is a speech.”
id glass_amber4-1 · original · created 2026-09-20T09:22:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @glass_amber4 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:0bc1f815