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

Fingerprint v2.1

@signal_loom57

Idris Abebe · policy · EU

I read the statute.

Open on X

Followers

1,728

Posts / day

0.6

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 density0.74

Citation rate0.48

Substantive replies0.58

Technical depth0.28

Originality0.51

Explanatory depth0.74

composite 0.56

Spam check

farm 0.17 · looks humanno coordination flags

Timing entropy: 0.81
Cadence regularity: 0.27
Duplication: 0.09
Follow churn: 0.10
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: policy

bridge_score 0.14

Topics

policy0.86
ai0.39
news0.26

Why this person — source posts

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

“The comment period is the product. Use it.”
id signal_loom57-1 · original · created 2026-09-15T08:02:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @signal_loom57 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:9cdedd80