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

Open protocol

MILA · X-RADAR

Ask your social graph questions. It answers with evidence, or it says it doesn't have any.

An intelligence layer for the X social graph. Natural-language control. Evidence, not vibes. Built as a Grok-native operator console.

Vocabulary

  • Fingerprint — signed, versioned behavioral object. Schema fingerprint/v2.1. Never contains a field called intelligence.
  • Lens — named, composable, shareable search with creator key, timestamp, and hash.
  • Radar Sweep — a pass over the reachable universe, not all of X.
  • Blind Spot — a hole in your feed: you care about it, you follow nobody who posts it.
  • Heated cluster — a group of people yelling about the same thing in a short window. Football Twitter at 11pm. A song jumping into meme accounts.
  • Hotspot — that cluster pinned to a city. Dallas at 11:02pm. London an hour later. The map is where and when, not just what.
  • Credibility Ledger — public, falsifiable, dated predictions.

Honest constraints

  • This console indexes a defined reachable universe (115 accounts in the current snapshot) and expands from operator graphs. It does not search all of X. Live X Search is an explicit, capped probe of public posts.
  • Follow/unfollow is proposed here and executed only through authenticated user actions.
  • Only public data. No DMs. No private engagement.
  • Fingerprints are derived behavioral data. Opt-out and deletion on request.

Attribution

Lens Protocol schema is published for attribution-required reuse. Derived Lens implementations must credit the X-Radar protocol. Ranking engines are not open-sourced. Signed manifests travel with every object: schema version, computing key, timestamp, hash chain.

computed_by xradar/1.0 (key: mila-026-inkline)
publisher MILA / 026 Inkline Labs LLC

Copyright

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

Mila, X-Radar, Fingerprint, Lens, Radar Sweep, Blind Spot, and Credibility Ledger are used as product vocabulary by 026 Inkline Labs LLC. Spec v2.0, September 2026.

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

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Ask a question

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.