Manifesto: articulate the assurance turn

AGENTS.md

@@ -0,0 +1,5 @@
+# Repository instructions
+
+This repository explains the philosophical and political WHY of the Hyperpolymath estate. Read `0-AI-MANIFEST.a2ml` and `README.md` before editing. `README.md` is canonical manifesto text; operational rules belong in `hyperpolymath/standards`, MAA belongs in `maa-framework`, and repository bindings belong locally.
+
+Do not add Trustfile grammar, CI implementation, conformance claims, or detailed operational standards here. Preserve licences and coined terms. Distinguish proposals and aspirations from authorised policy and demonstrated evidence. Run existing document/metadata checks and `git diff --check`.

README.md

@@ -39,6 +39,34 @@ We value, in the precise sense that this whole project is *about* value:
 - rigour applied wherever a problem demands it over rigour rationed to
   the problems we have agreed to call "technical".
 
+# The assurance turn
+
+Making rules explicit is not enough. A legible rule can still conceal who
+authorised it, erase the particular person or circumstance it classifies, or
+turn a passing check into an inflated claim. The assurance turn follows from
+the manifesto's commitments: governing statements must be connected to
+evidence, their boundaries and assumptions must be visible, and the people
+affected by them must be able to contest both representation and result.
+
+Assurance here is therefore not a badge or a promise of absolute safety. It is
+a disciplined relationship among a claim, the evidence offered for it, the
+model in which that evidence has force, the residual uncertainty, and an
+authority accountable for the decision. Draft, designed, assumed, tested,
+audited, and proven work are different states. Fluency does not collapse them.
+
+Particularity matters because abstraction always leaves something behind. A
+type, policy category, or machine-readable record is useful only when its
+lowering remains faithful to what is materially at stake. Contestability is
+the corresponding political commitment: an affected person must be able to
+discover the rule and evidence, challenge a classification or automated
+decision, and reach a responsible human authority.
+
+This chapter explains the philosophical direction, not its operational rules.
+The proposed
+[estate constitution](https://github.com/hyperpolymath/standards/tree/constitution/estate-foundation/constitution)
+defines authority, precedence, exceptions, assurance duties, and change
+procedure. Until adopted through review, it remains a proposal.
+
 # Core pillars
 
 Each pillar is a position, not a slogan. Each is meant to be disagreed