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Beyond Reward Maximization: A Pressure-Driven Cognitive Architecture for Continual Cross-Domain Generalization and Stability

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Signed artifact

Issuer
did:web:openxiv.net
Verification method
did:web:openxiv.net#atproto
Generated
5/28/2026, 7:41:37 PM
Evidence digest
sha256-wkiA1uMuVY92dD1pmFwuHdNixYJz299QjmIvsZ9ssOw
Signature
sPosDu2OqJpIJ2wMG3ARksiL9zE0F5miiXEJ3mdDAVBEil5q4rnsjBjg09GUhwSVz7EHRkGrqJcU25o7FEk67w
Transparency openxiv-transparency-v1.0 Partial
Evidence summary OpenXiv checks 4 verified 1 need attention

Add the human verification attestation.

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  • Structured AI-use disclosure Verified Author submitted the formal AI-use questionnaire. Action: Submit the structured AI-use disclosure.
  • Disclosure level specified Verified Level: assistant. Action: Choose none, assistant, coauthor, or primary for AI involvement.
  • AI models named Verified 1 model listed. Action: Name every AI model that materially contributed.
  • Human verification attested Needs attention No human verification attestation is recorded. Action: Add the human verification attestation.
  • Plain-language summary Verified A plain summary is available. Action: Provide or generate a readable summary.
Identity openxiv-identity-v1.0 Strong
Evidence summary OpenXiv checks 4 verified
  • Submitter DID parses as resolvable Verified Submitter signs with a did:plc or did:web identity. Action: Publish under a valid did:plc or did:web identity.
  • At least one ORCID-identified author Verified One or more authors have an ORCID iD attached. Action: Attach ORCID iDs for at least one author, ideally all authors.
  • Author identity coverage Verified 1/1 author have ORCID or DID evidence. Action: Attach ORCID or DID evidence to every author row.
  • Author list present Verified 1 author row recorded. Action: Record the author list before publication.
Provenance openxiv-provenance-v1.0 Strong
Evidence summary OpenXiv checks 4 verified 1 pending

Recompute the provenance timeline.

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  • Source archive retained Verified A source archive is retained for independent rebuilds. Action: Keep the submitted source archive with the version.
  • Compiled PDF artifact Verified The compiled PDF artifact is available. Action: Finish the compile/finalize pipeline.
  • HTML reader artifact Verified HTML rendering is available for accessible reading and MathJax. Action: Run the HTML conversion pipeline.
  • Version content hash Verified The latest binary/source version has a recorded SHA-256 hash. Action: Persist the version SHA-256 hash.
  • Lifecycle provenance completion Pending Lifecycle timeline has not been computed yet. Action: Recompute the provenance timeline.
Citations openxiv-citations-v1.0 Strong
Evidence summary OpenXiv checks 0 verified 26 need attention

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  • Citation [10] Needs attention No DOI, arXiv, or stable URL found in reference entry. [10] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [8] Needs attention No DOI, arXiv, or stable URL found in reference entry. [8] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [16] Needs attention No DOI, arXiv, or stable URL found in reference entry. [16] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [6] Needs attention No DOI, arXiv, or stable URL found in reference entry. [6] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [13] Needs attention No DOI, arXiv, or stable URL found in reference entry. [13] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [17] Needs attention No DOI, arXiv, or stable URL found in reference entry. [17] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [7] Needs attention No DOI, arXiv, or stable URL found in reference entry. [7] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [12] Needs attention No DOI, arXiv, or stable URL found in reference entry. [12] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [25] Needs attention No DOI, arXiv, or stable URL found in reference entry. [25] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [14] Needs attention No DOI, arXiv, or stable URL found in reference entry. [14] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [20] Needs attention No DOI, arXiv, or stable URL found in reference entry. [20] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [19] Needs attention No DOI, arXiv, or stable URL found in reference entry. [19] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [24] Needs attention No DOI, arXiv, or stable URL found in reference entry. [24] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [11] Needs attention No DOI, arXiv, or stable URL found in reference entry. [11] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [5] Needs attention No DOI, arXiv, or stable URL found in reference entry. [5] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [22] Needs attention No DOI, arXiv, or stable URL found in reference entry. [22] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [23] Needs attention No DOI, arXiv, or stable URL found in reference entry. [23] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation (Kirkpatrick, 2017) Needs attention No DOI, arXiv, or stable URL found in reference entry. (Kirkpatrick, 2017) unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation (Ranzato, 2017) Needs attention Reference entry not found in extracted bibliography. (Ranzato, 2017) unresolved unresolved low confidence Reference entry not found in extracted bibliography. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation (Zenke, 2017) Needs attention No DOI, arXiv, or stable URL found in reference entry. (Zenke, 2017) unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [4] Needs attention No DOI, arXiv, or stable URL found in reference entry. [4] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [15] Needs attention No DOI, arXiv, or stable URL found in reference entry. [15] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [2] Needs attention No DOI, arXiv, or stable URL found in reference entry. [2] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [9] Needs attention No DOI, arXiv, or stable URL found in reference entry. [9] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [18] Needs attention No DOI, arXiv, or stable URL found in reference entry. [18] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
  • Citation [1] Needs attention No DOI, arXiv, or stable URL found in reference entry. [1] unresolved unresolved low confidence No DOI, arXiv, or stable URL found in reference entry. Action: Add a DOI, arXiv id, or stable URL to this reference.
Math openxiv-math-v1.0 Partial
Evidence summary OpenXiv checks 6 verified 1 need attention

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  • Formula evidence 1 Verified Formula-like expression found in Appendix A Code and Reproduction Guide. formula Appendix A Code and Reproduction Guide medium confidence seed=42 (NumPy RandomState(42))
  • Formula evidence 2 Verified Formula-like expression found in Appendix A Code and Reproduction Guide. formula Appendix A Code and Reproduction Guide medium confidence seed=42
  • Formal structure 1 Verified Formal statement/proof cue found in 1 Introduction. formal statement 1 Introduction medium confidence Its goal is not to claim human-level cognition or superiority over large language models.
  • Formal structure 2 Verified Formal statement/proof cue found in 3.6 Memory System and Sleep Consolidation. formal statement 3.6 Memory System and Sleep Consolidation medium confidence This equation illustrates the architectural principle: reward is only one pressure among several.
  • Formal structure 3 Verified Formal statement/proof cue found in 6.5 [math] faster. formal statement 6.5 [math] faster medium confidence The table is intended to situate RAVANA’s reported numbers within the existing literature, not to claim superiority.
  • Source archive for math audit Verified Source archive is retained for independent formula and derivation checks. source archive high confidence
  • Human math verification Needs attention No author attestation covers mathematical verification. human attestation low confidence Action: Add the human verification attestation for mathematical claims.
Integrity openxiv-integrity-v1.0 Partial
Evidence summary OpenXiv checks 2 verified 1 need attention 1 not applicable

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  • Undisclosed-AI detector Not applicable Detector is not used as a penalty because the author disclosed AI use.
  • Source available for audit Verified The source archive can be inspected against the rendered artifacts. Action: Attach or recover the source archive.
  • Version hash available Verified The version hash lets readers compare rebuilt artifacts. Action: Persist and expose the version SHA-256 hash.
  • Human verification attested Needs attention Human verification is not attested. Action: Require a human verification attestation.
Social Review openxiv-social-review-v1.0 Partial
Evidence summary OpenXiv checks 0 verified 2 need attention 1 not applicable

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  • Typed endorsement volume Needs attention 1 endorsement so far. Action: Invite typed endorsements from readers who checked a specific aspect.
  • Endorsement verb diversity Needs attention 1 distinct endorsement verb recorded. Action: Prefer specific verbs such as checked references or reproduced result.
  • Public lane disputes addressed Not applicable No public Passport disputes are currently filed.

Trust history

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Public disputes

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External attestations

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