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

Fingerprint v2.1

@volt_amber64

Dmitri Keane · scientist · UK

Instruments, then tweets.

Open on X

Followers

14,418

Posts / day

1.8

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 density0.67

Citation rate0.38

Substantive replies0.84

Technical depth0.80

Originality0.62

Explanatory depth0.42

composite 0.63

Spam check

farm 0.16 · looks humanno coordination flags

Timing entropy: 0.88
Cadence regularity: 0.32
Duplication: 0.10
Follow churn: 0.03
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: working-scientists

bridge_score 0.11

Topics

science0.87
math0.24

Why this person — source posts

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

“The figure is the argument. The caption is the methods.”
id volt_amber64-1 · original · created 2026-09-19T17:27:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @volt_amber64 — 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:e78bedc6