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ISNAD's mission — a WHO-graded registry (not a "who's-truthful" score)

This is the public-facing goal that replaces the “global factual-reliability registry” idea. It’s the thing people can relate to, argue with, and measure against.

A shared registry of who you can trust across AI agents — graded by transmission reliability, never by how “true” their output looks.

The tempting version is “a global scoreboard of which models are factually reliable” (GPT-4o = X, Llama-3 = Y). We are not building that, because:

  1. It grades WHETHER, not WHO. “Factually reliable” is a truth claim about a model. ISNAD’s whole thesis is that truth is the critic’s job, not the provenance layer’s.
  2. It’s numeric. A “reliability score” is the fake numeric confidence ISNAD refuses (ordinal-only: ṣaḥīḥ > ḥasan > ḍaʿīf > ḍaʿīf jiddan > mawḍūʿ).
  3. It’s circular. Grading a narrator by how confidently its output reads is exactly the content-inferred trust that convergent work (2606.22030) finds gameable (a confidently- phrased poison earns 0.96).

An ordinal, per-(narrator, domain), version-bump-resetting registry of transmission reliability:

  • who relayed what, in what order, with what transform,
  • graded by attested lineage + corroboration + content-madār (shared-error fingerprint),
  • never a global “truthfulness” number — a narrator’s grade is scoped to a domain and resets to UNGRADED on a new model version.

What “winning” looks like (the audience’s reaction)

Section titled “What “winning” looks like (the audience’s reaction)”
  • A fine-tuned Llama-3 answers confidently but keeps dropping its source → its WHO grade drops, and ISNAD says why (ordinal, with provenance) — not “it’s 0.83 reliable.”
  • Two “independent” agents turn out to share an upstream → content-madār flags the shared error, and the corroboration is discounted — the registry catches the hidden pivot, not the confident answer.

This is a mission, not a shipped feature. The primitive (per-(narrator, domain) ordinal registry + jarḥ–taʿdīl loop) ships today; the shared registry is a roadmap goal. Say so — the audience respects a mission that’s honest about what exists vs. what’s next.