Command Hotspots Genome Lab Sweep Blind Spots People Lenses Ledger Forensics Audit Build Protocol

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

Counterfactual Feed Lab

What if I change the graph?

Unfollow these, add those, see coverage before you touch X. This writes only to the DEMO / INDEXED graph on this device. It does not unfollow anyone on X.

Minimum-change prescription

Add 4 follows to close: sports, music, comedy, news. Fewest moves that fill the named holes.

@amber_grain14 @grain_volt17 @loom_late21 @glass_spare13

Unfollow (local)

@loom_small49 Open on X
@signal_grain50 Open on X
@orbit_agi Open on X
@margin_signal47 Open on X
@note_volt46 Open on X
@shipfast_ai Open on X
@late_ridge32 Open on X
@grain_draft53 Open on X
@small_small1 Open on X
@small_north36 Open on X
@field_margin31 Open on X
@loom_volt44 Open on X
@draft_draft41 Open on X
@iron_spare3 Open on X
@draft_signal45 Open on X
@margin_orbit43 Open on X
@loom_signal34 Open on X
@ridge_ridge52 Open on X
@seed_ravi Open on X
@unfunny_on_purpose Open on X

Add (local)

@amber_grain14 Open on X
@grain_volt17 Open on X
@loom_late21 Open on X
@glass_spare13 Open on X
@sideline_jay Open on X
@small_volt20 Open on X
@note_field16 Open on X
@volt_orbit74 Open on X
@paper_grain75 Open on X
@field_glass28 Open on X

Accounts

51 → 43

worse

Topics covered

4 → 7

better

Regions

8 → 9

better

Source types

6 → 6

same

Bridges

9 → 9

same

Farm-flagged

7 → 1

better

Spam load

0.21 → 0.13

better

Redundancy

0.43 → 0.42

better

After topics: sports, music, movies, comedy, ai, poetry, philosophy. Score definitions: topic covered = ≥1 follow with topic weight ≥ 0.4. Spam load = mean farm heuristic (uncalibrated). Redundancy = largest community share.

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Type in Command. INDEXED answers are instant. Live X is a 20-second public-post probe. If there's nothing, you'll see No evidence found — not random people.