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

Fingerprint v2.1

@draft_signal45

Mateo Alvarez · researcher · EU

Evals and failure modes.

Open on X

Followers

23,894

Posts / day

3.1

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 density0.76

Citation rate0.26

Substantive replies0.53

Technical depth0.29

Originality0.88

Explanatory depth0.58

composite 0.56

Spam check

farm 0.18 · looks humanno coordination flags

Timing entropy: 0.69
Cadence regularity: 0.26
Duplication: 0.09
Follow churn: 0.04
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: ai-safety · ai-research

bridge_score 0.13

Topics

safety0.87
ai0.72
policy0.34
philosophy0.29

Why this person — source posts

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

“Show me the task the model fails that you still ship.”
id draft_signal45-1 · original · created 2026-09-05T15:31:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @draft_signal45 — 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:ae7db680