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

Fingerprint v2.1

@signal_glass8

Dalia Traore · writer · UK

Seminar voice, public square.

Open on X

Followers

27,318

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 density0.62

Citation rate0.41

Substantive replies0.75

Technical depth0.86

Originality0.55

Explanatory depth0.41

composite 0.61

Spam check

farm 0.14 · looks humanno coordination flags

Timing entropy: 0.87
Cadence regularity: 0.25
Duplication: 0.06
Follow churn: 0.09
Promo frequency: 0.02
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: philosophy

bridge_score 0.25

Topics

philosophy0.90
literature0.34
policy0.14

Why this person — source posts

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

“A thread is not an argument if the last post does not survive the first.”
id signal_glass8-1 · original · created 2026-09-15T18:51:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @signal_glass8 — 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:d58a3860