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

Fingerprint v2.1

@loom_volt44

Dalia Traore · researcher · CA

I work on the boring controls.

Open on X

Followers

1,388

Posts / day

2.8

Active months

90d growth

13%

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 density0.63

Citation rate0.38

Substantive replies0.79

Technical depth0.45

Originality0.85

Explanatory depth0.49

composite 0.60

Spam check

farm 0.19 · looks humanno coordination flags

Timing entropy: 0.63
Cadence regularity: 0.23
Duplication: 0.10
Follow churn: 0.03
Promo frequency: 0.06
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: ai-safety · ai-research

bridge_score 0.15

Topics

safety0.79
ai0.65
policy0.22
philosophy0.18

Why this person — source posts

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

“Specifying 'be helpful' is not a constitution.”
id loom_volt44-1 · original · created 2026-09-11T15:49:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @loom_volt44 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:7efe8084