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

Fingerprint v2.1

@stoic_ada

Ada Voss · writer · US

Philosophy as a trade. I argue in public so I cannot cheat in private.

Open on X

Followers

14,600

Posts / day

1.5

Active months

100

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 density0.82

Citation rate0.71

Substantive replies0.80

Technical depth0.28

Originality0.76

Explanatory depth0.88

composite 0.71

Spam check

farm 0.04 · looks humanno coordination flags

Timing entropy: 0.80
Cadence regularity: 0.22
Duplication: 0.05
Follow churn: 0.04
Promo frequency: 0.02
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: philosophy

bridge_score 0.16

Topics

philosophy0.93
literature0.40
policy0.15

Why this person — source posts

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

“Stoicism-as-productivity is a category error. The point was not to inbox-zero your passions.”
id stoic_ada-1 · original · created 2026-09-15T19:53:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink
“Williams on moral luck is still the cleanest demolition of the credit we want for outcomes.”
id stoic_ada-2 · original · created 2026-09-18T19:17:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · cites Bernard Williams · no live permalink

Signed receipt

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

sha256:896904c1