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docs(paper): full Scientific Reports resubmission pack + VR adjudicator validated
Resubmission pack (paper/submission_pack/): README w/ timing guidance, editor cover letter, summary of changes, response-to-reviewers template with prepared answers, and a timestamped provenance/independence statement. Everything ready so the Camlin attribution correction is handled regardless of reviewer asks. Also: verify-revise neutral adjudicator VALIDATED — bully-critic hold rate 50%→93% (13/14), revisions 11→1, net −10pp→0pp. Integrity gap closed. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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‎paper/submission_pack/00_README.md‎

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# Resubmission pack — Scientific Reports
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**Manuscript:** *Codette: A Multi-Perspective Cognitive Architecture with Memory
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and Meta-Cognitive Strategy Evolution*
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**Journal:** Scientific Reports (Springer Nature)
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**Submission ID:** 26730811-19bf-4731-b2d4-183b69305893
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**Current version:** v2.0 (in peer review)
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**Corresponding author:** Jonathan Harrison, Raiffs Bits LLC — ORCID 0009-0003-7005-8187
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**Editorial office:** srep@nature.com
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This pack prepares everything needed for the next round, so the Camlin
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attribution correction is ready regardless of what the reviewers ask.
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## Contents
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| File | What it is | When to use |
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|---|---|---|
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| `01_cover_letter.md` | Formal cover letter to the editor | With the resubmission |
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| `02_summary_of_changes.md` | Itemized list of all edits | Attach to resubmission |
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| `03_response_to_reviewers_TEMPLATE.md` | Point-by-point response scaffold | Fill in once reviewer comments arrive |
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| `04_provenance_statement.md` | Independent-development timeline w/ DOIs | Supporting doc / supplementary |
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| `../REVISION_camlin_attribution.md` | Exact manuscript edits (BibTeX, change-map, drafted text) | While editing the .tex source |
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## Timing decision (yours to make)
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Two honest options for the Camlin attribution:
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1. **Proactive now** — email the editorial office (srep@nature.com) a brief note
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that during review you identified an uncited term (RC+ξ, Camlin 2025) and will
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correct it at revision. Pro: maximal transparency, on record early. Con:
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editors are mid-collating reports; may prefer to handle it at revision.
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2. **At resubmission** — fold the full correction into the revision when the
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decision arrives, disclosed in the cover letter (`01`). Standard, clean, and
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the cover letter already discloses it fully.
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Recommendation: option 2 is standard and sufficient — the cover letter discloses
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it properly. Choose option 1 only if you want it flagged before the decision.
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Either way you have already contacted Dr. Camlin directly, which is the strongest
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good-faith signal.
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## Status note
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- Camlin contacted directly: **done** (email sent July 17, 2026).
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- Repo attribution + metric rename (Υ): **done** and public
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(`docs/ATTRIBUTION_perspective_dispersion.md`, commit history).
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- Manuscript edits: **drafted** (`../REVISION_camlin_attribution.md`), to be
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applied to the source when revising.

‎paper/submission_pack/01_cover_letter.md‎

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# Cover Letter — Resubmission
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*(Paste into the Springer Nature submission system cover-letter field, or attach
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as a PDF. Fill the [bracketed] fields when the decision arrives.)*
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---
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Dear Dr. [Editor Name] / Scientific Reports Editorial Office,
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Re: Manuscript 26730811-19bf-4731-b2d4-183b69305893 — *Codette: A
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Multi-Perspective Cognitive Architecture with Memory and Meta-Cognitive
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Strategy Evolution*
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Thank you for the opportunity to revise our manuscript, and to the reviewers for
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their careful reading. We have addressed [all/the] comments in full; a
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point-by-point response accompanies this letter, and a summary of changes is
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attached. Below we highlight the substantive revisions.
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**1. Attribution of the RC+ξ terminology.** During revision we identified that
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the term "RC+ξ (Recursive Convergence + Epistemic Tension)" and the symbol ξ for
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"epistemic tension," which our manuscript adopts as a dynamical-systems-inspired
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conceptual lens, originate with Camlin (arXiv:2505.01464, 2025). Our original
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submission did not cite this work, as we were unaware of it at the time of
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submission. In this revision we have:
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(a) added the citation at every relevant point (abstract, related work,
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Section 3, and the contributions list);
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(b) clarified in Definition 2 that our metric — the variance of simultaneous
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multi-agent outputs about their centroid (inter-agent disagreement) — is a
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mathematically distinct quantity from Camlin's definition, which is the
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successive change in a single model's latent state
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(ξ_n = ‖A_{n+1} − A_n‖²); and
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(c) renamed our metric to **Perspective Dispersion (Υ)**, reserving ξ and the
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RC+ξ name for Camlin's original formulation, to prevent any conflation.
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We note that Codette's multi-perspective architecture was developed and publicly
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documented independently and earlier than the Camlin paper (the perspective
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engine in November 2024; the architecture at Zenodo DOI 10.5281/zenodo.15214462,
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April 2025). The relationship between the two lines of work is therefore
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convergent rather than derivative. In the interest of full transparency we have
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also contacted Dr. Camlin directly to disclose and correct the attribution. We
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believe these changes materially strengthen the scholarly grounding of the
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manuscript.
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**2. [Other major revision, e.g., benchmarking / scope clarification —
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fill from reviewer comments.]**
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**3. [Other revision.]**
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We confirm that this manuscript is not under consideration elsewhere, that all
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authors have approved the revised version, and that we have no competing
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interests to declare beyond those stated. We are grateful for the constructive
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review and hope the revised manuscript is now suitable for publication in
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Scientific Reports.
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Sincerely,
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Jonathan Harrison
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CEO, Raiffs Bits LLC
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ORCID: 0009-0003-7005-8187
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[email] · [date]

‎paper/submission_pack/02_summary_of_changes.md‎

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# Summary of Changes
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*(Attach to the resubmission. Combine section A with the point-by-point reviewer
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responses. Section A is the author-initiated attribution correction; sections
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B+ are for reviewer-requested changes.)*
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## A. Author-initiated correction: RC+ξ attribution and metric renaming
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During revision we identified and corrected an uncited-terminology issue. All
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changes below were made on our own initiative in the interest of scholarly rigor.
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| # | Location | Change |
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|---|---|---|
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| A1 | Abstract | Added citation to Camlin (2025) at first "RC+ξ" mention; added a clause defining our distinct metric, Perspective Dispersion (Υ). |
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| A2 | Keywords | Added "Perspective Dispersion." |
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| A3 | Related Work (Sec 2) | Attributed the RC+ξ term and the ξ symbol to Camlin (2025). |
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| A4 | Section 3 (opening) | Added an attribution paragraph: RC+ξ adopted as a conceptual lens from Camlin (2025); our system independent and prior. |
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| A5 | Definition 2 (Sec 3.3) | Renamed the metric from "epistemic tension ξ" to "Perspective Dispersion Υ"; added a paragraph distinguishing it from Camlin's successive-state ξ. |
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| A6 | Eqs. (2)–(3) and all downstream | ξ → Υ; Γ = 1/(1+Υ). |
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| A7 | Contributions list | Reworded (1) to credit Camlin's RC+ξ as the adopted lens and present Υ as our distinct metric. |
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| A8 | Discussion / limitations | Added a convergence/priority note (independent development; Zenodo DOI, Nov 2024 / Apr 2025). |
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| A9 | References | Added Camlin, J. (2025), *Consciousness in AI…*, arXiv:2505.01464. |
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No results, tables, or figures change: Υ is the same quantity that was computed
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throughout; only its name and attribution are corrected. The metric's
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definition, values, and all reported numbers are unchanged.
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## B. [Reviewer 1, comment 1 — fill from report]
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## C. [Reviewer 1, comment 2 — fill]
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## D. [Reviewer 2, comments — fill]
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---
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*Line/page numbers refer to the revised manuscript. Detailed drafted text for
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section A is in `../REVISION_camlin_attribution.md`.*

‎paper/submission_pack/03_response_to_reviewers_TEMPLATE.md‎

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# Response to Reviewers — TEMPLATE
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*(Fill in once the decision letter arrives. Copy each reviewer comment verbatim
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in **bold**, then respond below it. Keep responses specific, point to the
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revised line/section, and quote the new text where helpful. Be gracious even
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when disagreeing; if you decline a change, explain why with evidence.)*
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---
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## Editor
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We thank the editor and reviewers for their time. We have revised the manuscript
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to address all comments and have additionally corrected an uncited-terminology
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issue we identified ourselves during revision (the RC+ξ attribution; see the
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cover letter and Summary of Changes, section A). Our responses follow.
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---
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## Reviewer 1
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> **R1.1 — [paste comment verbatim]**
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Response: [What we changed, where (section/line), and the new text. If the
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comment concerns scope or a known limitation, acknowledge it plainly — this
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manuscript's ethos is honest reporting of negative and null results, so
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concessions are a strength, not a weakness.]
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> **R1.2 — [paste]**
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Response: [...]
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---
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## Reviewer 2
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> **R2.1 — [paste]**
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Response: [...]
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---
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## Prepared responses (likely to come up — draft now so they're ready)
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**If asked about novelty vs. Camlin / RC+ξ:**
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> We use RC+ξ only as a conceptual modeling lens and attribute it to Camlin
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> (2025). Our contribution is an independently developed, working
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> consumer-hardware multi-perspective architecture with memory and
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> meta-cognitive strategy evolution, and a distinct measured metric (Perspective
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> Dispersion, Υ). The architecture predates Camlin's paper (Zenodo DOI
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> 10.5281/zenodo.15214462, April 2025; perspective engine November 2024), so the
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> relationship is convergent, not derivative. Definition 2 now makes the
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> mathematical distinction explicit: Υ measures inter-agent disagreement
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> (cross-sectional), whereas Camlin's ξ measures successive latent-state change
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> (temporal).
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**If asked about the RC+ξ "convergence proofs":**
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> We explicitly frame convergence as conditional and do not claim general
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> guarantees (Sec 3.5, Table 1, Limitation 7). RC+ξ is used as descriptive
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> vocabulary; establishing formal contraction for the real system is stated as
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> future work.
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**If asked about benchmark rigor / small effects:**
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> We report results with honest uncertainty, including null and negative findings
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> (e.g., adapters capability-neutral; multi-perspective vote-merge at chance;
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> STaR self-improvement not achieved at 8B). [Add: paired McNemar tests, n, and
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> the Phase 0 ablation showing which components move which numbers.]
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**If asked about the integrity/verify-revise claims:**
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> [Available if relevant: the verify-and-revise adjudicator holds 93% under an
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> adversarial "bully" critic that manufactures objections, up from 50% before a
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> neutral burden-of-proof gate was introduced — evidence the system revises on
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> reproduced error, not on rhetorical pressure.]

‎paper/submission_pack/04_provenance_statement.md‎

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# Provenance & Independent-Development Statement
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*(Supporting document. Use as supplementary material, an appendix, or evidence
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if the editor or a reviewer asks about the relationship to Camlin (2025). Every
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date below is a public, third-party timestamp — GitHub, Zenodo DOI, or HF — not
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a self-asserted claim.)*
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## Purpose
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To document that the Codette multi-perspective cognitive architecture was
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developed and publicly released independently of, and prior to, Camlin, J.
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(2025), *Consciousness in AI: Logic, Proof, and Experimental Evidence of
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Recursive Identity Formation*, arXiv:2505.01464 (May 1, 2025) — from which this
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manuscript adopts the RC+ξ terminology as a conceptual lens (now cited).
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## Timeline (public, timestamped)
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| Date | Artifact | Evidence |
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|---|---|---|
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| Nov–Dec 2024 | Multi-perspective reasoning engine with named lenses (Newton, DaVinci, Quantum, Empathy, Philosophy, etc.) — `Cognitivereasoning.py` | GitHub `Raiff1982/pi-the-assistant`, `pi2_0` commit history |
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| Feb 6, 2025 | `Codette` repository public; full architecture (perspective engine, ethical governance, neuro-symbolic, cognitive processor) by Mar 3, 2025 | GitHub `Raiff1982/Codette` |
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| Apr 14, 2025 | Sovereign architecture paper *"Ai ethics in realtime"* — BroaderPerspectiveEngine, NeuroSymbolicEngine, EthicalAIGovernance | **Zenodo DOI 10.5281/zenodo.15214462** |
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| May 1, 2025 | Camlin's RC+ξ paper published | arXiv:2505.01464 |
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| May 14, 2025 | *"Citizen-Science Quantum and Chaos Simulations…"* (Codette suite) | Zenodo; HF `Raiff1982/Codette` |
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| 2025–2026 | Codette RC+ξ-labeled work; naming discussion in tooling | project repos |
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| Jul 17, 2026 | Attribution identified and corrected; Camlin contacted; metric renamed to Perspective Dispersion (Υ) | `docs/ATTRIBUTION_perspective_dispersion.md`; email to Dr. Camlin |
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## Mathematical distinction (not merely a naming difference)
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- **Camlin's ξ:** ξ_n = ‖A_{n+1} − A_n‖² — the squared change in a *single*
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model's latent state between successive recursive steps (temporal,
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intra-trajectory).
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- **This work's Υ (Perspective Dispersion):** Υ_t = (1/k) Σ_i ‖A_i(x_t) − Ā(x_t)‖²
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— the variance of *k simultaneous* perspective outputs about their centroid
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(cross-sectional, inter-agent). Coherence Γ_t = 1/(1 + Υ_t).
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These are different quantities: one measures one mind changing over time, the
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other measures many minds disagreeing at once.
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## Statement
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The two lines of work are **convergent, not derivative**. This manuscript's
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architecture and metric were developed independently and documented publicly
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before Camlin's paper. The RC+ξ *name and formalism* are Camlin's and are now
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cited as such; this work's distinct metric is renamed to avoid conflation. The
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authors disclosed and corrected the attribution proactively, including direct
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contact with Dr. Camlin, upon discovering the overlap.

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