[NetworkTheoryAppliedResearchInstitute]

Fourth of the six review points. The rule asked for was: expand to Economy & Information (E&I) at first use in every paragraph. I applied the intent rather than the letter, and want your sign-off on the difference.

What the count showed

Eleven paragraphs use the term. Every one of them uses it exactly once. So "first use in every paragraph" means every use, and the abbreviation is never actually reached — a strict reading would print Economy & Information (E&I) eleven times, defining an abbreviation the document then never uses.

The parenthetical only earns its place if something later abbreviates. Nothing does.

What I did instead

The term is written out everywhere, and (E&I) survives at exactly one place — the definition in the introduction's layer list:

...five functional layers — Substrate, Record, Covenant, Governance, and Economy & Information (E&I) — each implemented in three tiers...

That keeps the abbreviation on the record for jfa-conformance-suite.py, OPEN-QUESTIONS.md and the companion articles, all of which use E&I, while the document itself reads in plain words. Your underlying concern is fully met: no reader lands on a bare initialism in any paragraph, because there are none left.

Say the word if you want the strict version instead and I will push the eleven-parenthetical variant.

Cross-PR note

#9 introduces a new use of the term in the Institutional Discipline principle, which this branch — cut from main — cannot see. I pushed a follow-up commit to #9 expanding it there, so the two merge clean in either order with no bare E&I left behind.

One sentence this exposed, not fixed here

Compensated compute/record service provided by prosumers on the substrate layer Economy & Information.

The Record layer's frontend tier was already reading oddly as ...substrate layer E&I, and the expansion makes it plain that the sentence has no clear grammatical reading. Fixing it is a content decision about what the tier actually does, so I left it alone. Worth an issue if you agree.

Remaining from this review

Citing Moore (1988) and Greco (2009) for endogenous mutual credit in the introduction, which the structure article cites and the document does not.

🤖 Generated with Claude Code

[NetworkTheoryAppliedResearchInstitute]

Translations: after adoption. Required by CONTRIBUTING ## Translations and missing from my original description — flagging it late rather than not at all.

The English is authoritative and still under review. These seven amendments touch overlapping parts of the introduction, principles, layer bodies and references, so translating each separately would mean seven passes over seven languages against text that may still change in review. Recommend one translation pass covering every adopted amendment once this review closes.

[NetworkTheoryAppliedResearchInstitute]

Two further commits on this branch, both about the record layer's frontend tier.

The tier now says what it is. It is the buying and selling of record storage across the substrate. The old sentence — compensated compute/record service provided by prosumers on the substrate layer E&I — never said that, and expanding the abbreviation made its missing grammar obvious.

That required moving a registered anchor. REC-witness-work quoted the old wording verbatim, so D4 would have failed on any rewrite:

	Anchor
was	compensated compute/record service provided by prosumers
now	compensating the prosumers who keep the record

The invariant keeps its ID, its record section and its meaning — record work compensated as substrate work. Only the phrase D4 looks for moves, tracking where that claim now lives in the sentence. The note carries a dated rewording the way the registry's other retracked anchors do.

This is a change to the registry rather than to prose, so it is the one commit here that wants a deliberate yes rather than a nod. If you would rather the anchor stay put, the previous commit on this branch kept it by appending the gloss instead — happy to revert to that shape.

Conformance passes with the new anchor in place.

[NetworkTheoryAppliedResearchInstitute]

Landed on main in the squash of #18, which carried the September editorial stack (#9-#14 with their review-stack conflict fixes), the amendments of #15 and #16, and Act 1 of the amendment plan of 2026-10-07. Closed rather than merged only because main requires linear history, so the squash could not mark the stack's heads as merged.