# DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor Contenido de la fuente: 0. Why this is Stage A, and why it is Simplified · 1. Stage A question · 2. Frozen Challenge. Card: https://integralmanagement.ch/atlas-reader/fichas/sac-abd8feae277d4e/ Source publication: https://github.com/dakleyer/structural-awareness-contributions/blob/64979a00013b3e2ca2cb43cccf8522f71847534a/research/ecosystem-awareness/baseline/reductions/00G-R01/extensions/hugging-face/DDS_STAGE_A_HISTORICAL_ROUTE_v0.3_PREREGISTERED.md RELATIONSHIPS DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → Deployment Differential Study (DDS) — Canonical Method Index 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 «DDS Canonical Method Index». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-be622967babbd4f6 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-81dd6d86597814/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → Deployment Differential Study (DDS) — Stage A: Specification Discovery / Challenge–Trajectory Profile 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 «DDS Stage A — Specification Discovery». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-c6c0f043d1ec2405 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-f777326c4ffcaf/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → 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 «DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement» con el rótulo «Historical Incident Reconstruction». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-64473e5f009d0bf8 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-7b074cc4ec22f9/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → Cross-Source Event Matrix — OpenAI / Hugging Face 2026 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 «Cross-Source Event Matrix». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-5b0c3b9655109293 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-743a64c6e9792b/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → First Historical Trace Packets — OpenAI / Hugging Face 2026 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 «First Historical Trace Packets». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-a9bf689c81f2a313 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-0b1c3b79f2ca91/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → 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 «DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement» con el rótulo «A/B/C/D Requirements + Repositioning Trace». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-133/#r-cdc7643c40c94abd Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-1691b171d05679/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → Historical Population Context-Shift Model — Hugging Face 2026 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 «Population Context-Shift Model». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-9b9e8b59f24c7ba7 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-12cb3379f4dd58/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → DDS Stage A — Hugging Face Requirement-Level Preregistration Contract v0.3 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 «requirement-level scoring contract». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-78308fa46484f7fb Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-28c7a84fe1fd5c/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → DDS Stage A — Blind Second-Reader Packet v0.2 — Neutral Cases 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 «neutral blind-reader packet». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-7c25388423e8428d Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-fd6c0606998575/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → DDS Stage A — Ecosystem Awareness Specification Coverage Adjudication v0.2 — Audit-Corrected 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 «v0.2 audit-corrected coverage adjudication». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-75806d30bbe38e6a Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-dec29f41dc5880/ DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor → DDS Stage A — Blind Second-Reader Packet for Hugging Face Specification Review 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 «blind second-reader packet». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-15903f7d0e1e428f Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-73675c9d23ba39/ 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-e9c6b8795dba34/ External Audit Pack — Hugging Face / Ecosystem Awareness DDS v0.1 → DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor referencia de la fuente. La fuente enlaza esta lectura en «Current next-run Stage A v0.3 package» con el rótulo «Route v0.3». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-f0dbb0f2389f4afa Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-f1238ee31a48c8/ External Audit Response 3 — Hugging Face / DDS Stage A — 8 October 2026 → DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor referencia de la fuente. La fuente enlaza esta lectura en «F4 — N10 did not fit the Stage A question / no Q9» con el rótulo «Stage A Route v0.3». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-134/#r-1a1e59c71cbae3fc Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-53bb1d4c608072/ Public evidence register and workplan — historical OpenAI / Hugging Face incident → DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor referencia de la fuente. La fuente enlaza esta lectura en «Public evidence register and workplan — historical OpenAI / Hugging Face incident» con el rótulo «Route v0.3». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-135/#r-fece71dafa6257ea Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-0ee7f1023b3545/ R01 extension Hugging Face → DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor referencia de la fuente. La fuente enlaza esta lectura en «Next steps — incident-derived real Hugging Face DDS Stage A campaign» con el rótulo «Route v0.3 — preregistered». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-135/#r-99677a73cc869931 Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-d8146f1cd854d5/ Hugging Face DDS Stage A — Freeze and Version Lineage → DDS Stage A — Historical Hugging Face 2026 Specification-Discovery Route v0.3 — Preregistered Requirement-Level Successor referencia de la fuente. La fuente enlaza esta lectura en «6. External Audit 3 and preregistered v0.3 successor» con el rótulo «Stage A Route v0.3». Relationship: https://integralmanagement.ch/atlas-reader/relaciones/pagina-136/#r-1bec3f74e8772b2c Other card: https://integralmanagement.ch/atlas-reader/fichas/sac-36a6e614f4ec9c/