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

Fingerprint v2.1

@ml_nori

Nori Watanabe · researcher · JP

Optimization + org design. I translate papers for people who ship. Not a guru.

Open on X

Followers

21,400

Posts / day

2.2

Active months

50

90d growth

16%

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 rate0.58
Substantive replies0.77
Technical depth0.76
Originality0.63
Explanatory depth0.90

composite 0.74

Spam check

farm 0.07 · looks humanno coordination flags
Timing entropy
0.72
Cadence regularity
0.33
Duplication
0.08
Follow churn
0.07
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: ml-research · founders · ai-research

bridge_score 0.81

Topics

  • ml0.84
  • ai0.80
  • startups0.46
  • philosophy0.22

Why this person — source posts

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

  • “The founders I trust can explain their eval set in one paragraph. The rest have a demo.”

    id ml_nori-1 · original · created 2026-09-20T10:21:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

  • “AdamW is not a strategy. If your loss is noisy because the data is, fix the data.”

    id ml_nori-2 · original · created 2026-09-11T17:12:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · cites Loshchilov & Hutter · no live permalink

  • “I sit in both rooms: the paper club and the board. They use the word 'scale' to mean different objects.”

    id ml_nori-3 · original · created 2026-09-15T18:23:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @ml_nori — 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:c9bec430

Open on X

fingerprint/v2.1 · xradar/1.0 · sha256:c9bec430© 2026 Mila · 026 Inkline Labs LLC. All rights reserved.

© 2026 Mila · 026 Inkline Labs LLC. All rights reserved.

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