# Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 Contenido de la fuente: 0A. Current Stage status — explicit boundary · 0. Purpose and Stage boundary · 1. Two terminology corrections that matter. Card: https://integralmanagement.ch/atlas-reader/fichas/sac-e9c6b8795dba34/ Source publication: https://github.com/dakleyer/structural-awareness-contributions/blob/690204cbd56ccbb644a0d4fffd5fa7226f7f086a/research/ecosystem-awareness/baseline/reductions/00G-R01/extensions/hugging-face/STAGE_B_PLAUSIBILITY_ANNEX_ABCD_REGIME_REPOSITIONING_v0.1.md RELATIONSHIPS DDS Stage A — VNext → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Complete source-by-source retirement inventory» con el rótulo «research/ecosystem-awareness/baseline/reductions/00G-R01/extensions/hugging-face/STAGE_B_PLAUSIBILITY_ANN». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-72/#r-5d06862e3b417774 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-087bbc064c2db1/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.1 → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.1» con el rótulo «STAGE_B_PLAUSIBILITY_ANNEX_ABCD_REGIME_REPOSITIONING_v0.1.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-e4cf444859516195 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-ca6e836ef0501d/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.2 — Audit-Corrected → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.2 — Audit-Corrected» con el rótulo «STAGE_B_PLAUSIBILITY_ANNEX_ABCD_REGIME_REPOSITIONING_v0.1.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-858488877afb2924 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-608d98e8174fdd/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement» con el rótulo «STAGE_B_PLAUSIBILITY_ANNEX_ABCD_REGIME_REPOSITIONING_v0.1.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-5c4b4875de3f4f53 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-abd8feae277d4e/ External Audit Pack — Hugging Face / Ecosystem Awareness DDS v0.1 → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «F. Pre-Stage-B architecture plausibility — candidate only» con el rótulo «Pre-Stage-B A/B/C/D / Regime / Repositioning Plausibility Annex v0.1». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-e371ba104b77126f Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-f1238ee31a48c8/ R01 extension Hugging Face → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Next steps — incident-derived real Hugging Face DDS Stage A campaign» con el rótulo «pre-Stage-B plausibility annex». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-e679ca49fdbb1c07 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-d8146f1cd854d5/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «DDS_STAGE_A_HISTORICAL_ROUTE_v0.1.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-ef43bc427a99c0f8 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-ca6e836ef0501d/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → OpenAI / Hugging Face 2026 — Historical Incident Reconstruction and Real-Trace Stage A Challenge v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «HISTORICAL_INCIDENT_RECONSTRUCTION_v0.1.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-d6b6b700028d5845 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-7b074cc4ec22f9/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Historical A/B/C/D Requirement Traceability and Repositioning Hypothesis — Hugging Face 2026 v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «ABCD_REQUIREMENTS_REPOSITIONING_TRACE_v0.1.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-36c9f91ef7c77ecb Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-1691b171d05679/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → A/B/C/D Semantics and Mathematical Plausibility of Scoped Requalification referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «00M — A/B/C/D and Mathematical Plausibility». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-348f979f3f819445 Other card: https://integralmanagement.ch/atlas-reader/fichas/GH026/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Can Ecosystem Awareness Work? referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «00N — From Mechanism to Requirements». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-e02db2477584d36e Other card: https://integralmanagement.ch/atlas-reader/fichas/GH027/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Minimum Sufficient Control Architecture (MSCA) — Canonical Architecture referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «Canonical MSCA Architecture». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-9a777d5e13745151 Other card: https://integralmanagement.ch/atlas-reader/fichas/GH021/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Canonical MSCA Operation & Repositioning — Gradient, Re-contracting and Metamorphic Role Control referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «Operation & Repositioning». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-f2164b76481001ea Other card: https://integralmanagement.ch/atlas-reader/fichas/GH024/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Annex 01J — Ecosystem Signalling: Selective Disclosure, Distributed Opportunity and Choreographed Repositioning referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «Ecosystem Signalling 01J». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-cc47a59e46c237f1 Other card: https://integralmanagement.ch/atlas-reader/fichas/GH036/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Annex 01C — Ecosystem Awareness / Regime Awareness architectural relation referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «EA↔RA 01C». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-41e6c26fb1aea41d Other card: https://integralmanagement.ch/atlas-reader/fichas/GH032/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → Objective-Conditioned Agentic Gradient Law referencia de la fuente. La fuente enlaza esta lectura en «Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026» con el rótulo «Agentic Gradient Law». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-42870d00443f12e7 Other card: https://integralmanagement.ch/atlas-reader/fichas/GH018/ Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 → DDS Stage A — Ecosystem Awareness Specification Coverage Adjudication v0.2 — Audit-Corrected referencia de la fuente. La fuente enlaza esta lectura en «0. Purpose and Stage boundary» con el rótulo «DDS_STAGE_A_EA_SPECIFICATION_ADJUDICATION_v0.2_AUDIT_CORRECTED.md». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-fe6a7e2f15c85e65 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-dec29f41dc5880/ Ecosystem Awareness in the Hugging Face family — current evidential verdict → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «What remains unsupported — exact boundary» con el rótulo «candidate architecture sequence». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-137/#r-e798837943ba0c2a Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-5e18875e7b0b00/ Hugging Face / EA / DDS — evidence matrix and reproducibility map → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «D. Stage A and architecture boundary» con el rótulo «Stage B plausibility annex». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-138/#r-757d0b67a07fa020 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-1985fdeb3b13cd/ 00G Napoleon → R01 → Hugging Face: EA and Repositioning Cross-Review → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «5. Where a larger EA/Positioning architecture could have helped» con el rótulo «HF Pre-Stage-B annex». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-138/#r-a05f6f47967f05fc Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-f15fe7dc3dd1a2/ Hugging Face / Ecosystem Awareness / DDS — Public Review Hub → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Follow the work as it developed» con el rótulo «Pre-Stage-B architecture plausibility sketch». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-139/#r-2b87222e01b3d16a Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-76b67501d8fc06/ Future DDS Stage B and C — technical readiness, NOT a verified result → Annex — Pre-Stage-B Architecture Plausibility: A/B/C/D Waves, Regime Change and Repositioning in the 2026 Hugging Face Incident v0.1 referencia de la fuente. La fuente enlaza esta lectura en «Current evidence gates» con el rótulo «Architecture plausibility annex». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-139/#r-8fdb7da58aa892c5 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-c131fbf55dc2f4/