Work in progress IARPG-OPS-2 2.0.21-wip

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Research archive / Implementation, interface, and discoverability

Planetary State Domains and Structured AI Orchestration

Current repository artifact for IARPG-OPS-2 2.0.18-wip. Review status: reviewed with limitations for scenario literacy and public explanation. The preserved source file remains individually addressable as provenance. This report is not an official IARPA publi…

Direct answer

What does this report cover?

Current repository artifact for IARPG-OPS-2 2.0.18-wip. Review status: reviewed with limitations for scenario literacy and public explanation. The preserved source file remains individually addressable as provenance. This report is not an official IARPA publi…

Category
Implementation, interface, and discoverability
Review state
draft
Source records
0
Integrity
68d4863be0206e76… SHA-256

Status

Current repository artifact for IARPG-OPS-2 2.0.18-wip. Review status: reviewed with limitations for scenario literacy and public explanation. The preserved source file remains individually addressable as provenance. This report is not an official IARPA publication.

Purpose

Extract domain-modeling, structured-output, rendering, state synchronization, and resilience ideas from the supplied planetary simulation report.

Scope

This canonical report covers the user-supplied file IARPA SimEarth Game Architecture.md. It is authoritative for repository provenance, the bounded synthesis below, and IARPG content-routing decisions. It does not establish official agency affiliation, scientific model validity, public-health guidance, weapons effects, real-world geopolitical prediction, or a current software implementation.

Executive Summary

The report organizes planetary state into linked domains and proposes a deterministic backend with a structured generative “chaos engine.” The reusable content value is a domain model that makes feedback and dependency explicit, plus strict validation of any generated event. The implementation stack, cost claims, real-program mapping, and planetary game roadmap remain unverified proposals and are not current IARPG scope.

Evidence Reviewed

  • Preserved source file
  • Source collection: planetary-systems-and-scenario-modeling
  • Source SHA-256: cc2197b8eeb93cf5db48e66e0e809a654a6f450b9f42dd4d20400688ba6763a0
  • Source identity: user-supplied Markdown described as IARPA-related material; not authenticated as an official IARPA publication.
  • IARPA mission — official agency identity, research mission, and non-operational boundary (accessed 2026-07-22).
  • IARPA research programs — official program directory (accessed 2026-07-22).
  • GAO infectious disease modeling practices — communication, model description, verification, and validation (accessed 2026-07-22).
  • NIST digital-twin credibility work — verification, validation, and uncertainty considerations (accessed 2026-07-22).
  • IARPA COSMIC — official geospatial program description (accessed 2026-07-22).
  • IARPA HAYSTAC — official movement-modeling program description and privacy framing (accessed 2026-07-22).
  • IARPA BENGAL — official LLM threat and resilience program description (accessed 2026-07-22).
  • IARPA SINTRA — official space-debris research description (accessed 2026-07-22).

Reviewed Synthesis

Publication Decision

Retain the source as preserved research evidence. Reuse only the bounded statements in this section and the repository-authored findings below. Do not treat the original title, acronym expansion, code, quantitative claims, named technology stack, or scenario outputs as current fact without a new review.

Claim Dispositions

Report data table: Claim ID / Topic / Disposition / Current bounded statement
Claim ID Topic Disposition Current bounded statement
PSR-OPS2-218-06-01 domain model retained-method-guidance Retain explicit linked domains and cross-domain effects as a content-organization method.
PSR-OPS2-218-06-02 structured outputs retained-method-guidance Require schema-constrained proposals, validation, and an authoritative acceptance layer.
PSR-OPS2-218-06-03 3D rendering mandate rejected-for-public-reuse Do not make a 3D globe or WebGL interface a requirement for IARPG content access.
PSR-OPS2-218-06-04 technology stack requires-current-verification Treat Laravel, React, WebGL, WebSocket, and model-provider claims as unverified implementation proposals.
PSR-OPS2-218-06-05 IARPA program mapping attribution-corrected Official program descriptions may inspire high-level themes, but the fictional simulation mappings are not agency statements.
PSR-OPS2-218-06-06 privacy and bias bounded Any domain model must include privacy, affected-community, bias, and uncertainty review rather than only system efficiency.

Attribution, Fairness, and Safety Boundary

IARPA is the Intelligence Advanced Research Projects Activity, a U.S. research organization that invests in high-risk/high-payoff research for Intelligence Community challenges and is not itself operationally focused. The phrase “Integrated Artificial Reality Planetary Atlas” is a fictional construction in the supplied material and must never be presented as the agency’s name, product, endorsement, or program. Apply equal evidence standards, disclose uncertainty, include rights and affected-community consequences, and keep all reuse non-actionable.

Reuse Rule

Use the smallest applicable bounded statement above. Re-check current agency programs, laws, software, vendors, performance, market data, and scientific claims against current primary or authoritative sources before public factual reuse.

Findings

  • Complex systems become more understandable when state is divided into named domains with explicit cross-domain dependencies.
  • State deltas should identify the changed variable, prior value, new value, cause, confidence, and affected domains.
  • Generated events should be constrained by enumerated domains, ranges, evidence, and reversible acceptance rules.
  • A visualization should degrade gracefully from 3D to accessible tables and summaries rather than making comprehension depend on WebGL.
  • IARPG can use the domain-and-delta pattern for alliance, infrastructure, logistics, public legitimacy, and information environments.

Decisions or Recommendations

  • Route public readers to the Scenario Modeling and Systems Thinking page rather than to implementation snippets in the preserved source.
  • Label every model family with purpose, inputs, assumptions, state variables, outputs, uncertainty, verification, validation, affected communities, and prohibited interpretations.
  • Prefer side-by-side scenario comparison, reversible state history, and accessible tables over spectacular but unexplained visualization.
  • Keep real IARPA references confined to accurate, sourced descriptions of the agency and its public research programs.
  • Preserve the original source unchanged in the source archive, but do not duplicate unsafe or misleading implementation detail into current public guidance.

Risks and Limitations

  • The preserved source contains unsupported, time-sensitive, implementation-specific, and sometimes hazardous detail.
  • This review is editorial and architectural; it is not scientific peer review, model accreditation, public-health review, legal review, weapons-effects validation, or security certification.
  • Official program pages can change after the research cutoff; future releases must re-check time-sensitive references.
  • A scenario can improve reasoning while still embedding bad assumptions. Visible structure does not prove real-world validity.

Validation Performed

  • Verified the preserved source SHA-256 and one-to-one canonical mapping.
  • Compared agency identity and selected program descriptions against official IARPA pages on 2026-07-22.
  • Compared model-credibility language with GAO and NIST guidance.
  • Reviewed the synthesis for attribution, safety, accessibility, international fairness, uncertainty, and non-prediction boundaries.
  • Verified repository-relative links and required report sections through the local memory and source-integrity validators.

Memory References

  • [Planetary Systems Research Integration and Scenario Modeling Report](planetary-systems-research-integration-and-scenario-modeling-report.md#findings)
  • [Rapid Deep Research Methodology and Guidance](rapid-deep-research-methodology-and-guidance.md#findings)
  • [Equal Standards Across Unequal Records](equal-standards-across-unequal-records-international-institutional-fairness-rights-and-evidence-audit.md#mandatory-analytical-distinctions-and-rights-safeguards)

Supersession Status

Current for IARPG-OPS-2 2.0.18-wip until superseded by a later reviewed synthesis. The preserved source remains archival provenance and does not override active .uai memory or verified implementation.

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