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

Fingerprint v2.1

@loom_draft39

Maren Keane · researcher · EU

Still writing proofs in the margins.

Open on X

Followers

12,755

Posts / day

2.3

Active months

90d growth

16%

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 density0.64

Citation rate0.70

Substantive replies0.63

Technical depth0.26

Originality0.77

Explanatory depth0.67

composite 0.61

Spam check

farm 0.15 · looks humanno coordination flags

Timing entropy: 0.87
Cadence regularity: 0.26
Duplication: 0.09
Follow churn: 0.09
Promo frequency: 0.01
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: ml-research · ai-research

bridge_score 0.21

Topics

ml0.94
ai0.76
math0.34

Why this person — source posts

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

“Variance is the result. The mean is the press release.”
id loom_draft39-1 · original · created 2026-09-18T12:42:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @loom_draft39 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:56e3c01b