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

Fingerprint v2.1

@policy_kai

Kai Brennan · policy · US

AI policy. I read the bills. I do not post hot takes on unreleased drafts I haven't read.

Open on X

Followers

22,400

Posts / day

2.3

Active months

90d growth

14%

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 density0.84

Citation rate0.66

Substantive replies0.75

Technical depth0.48

Originality0.57

Explanatory depth0.82

composite 0.69

Spam check

farm 0.07 · looks humanno coordination flags

Timing entropy: 0.70
Cadence regularity: 0.34
Duplication: 0.08
Follow churn: 0.07
Promo frequency: 0.04
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: policy · ai-safety

bridge_score 0.53

Topics

policy0.92
ai0.61
safety0.40

Why this person — source posts

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

“Section 4 of the draft compute-reporting rule is doing the work. The definitions in §2 are where lobbyists will eat.”
id policy_kai-1 · original · created 2026-09-07T12:05:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink
“Your graph can be 90% model people and still have no one who can read a statute. That is a blind spot, not a personality.”
id policy_kai-2 · original · created 2026-09-14T10:55:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

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

sha256:9660b46a