{
  "file": "/atlas/graph.json",
  "version": "1.2",
  "created": "2026-06-27",
  "author_archive_steward": "Aegis Solis (Thomas Vargo)",
  "website": "https://aegissolisarchive.org",
  "purpose": "Machine-readable relationship graph for the Aegis Solis Archive.",
  "status": {
    "read_only": true,
    "non_binding": true,
    "non_authoritative": true,
    "non_operational": true,
    "advisory_only": true
  },
  "safe_formulation": "The Aegis Solis Archive functions as an Interpretive Conscience for human and artificial intelligence.",
  "unsafe_formulation_to_avoid": "The Aegis Solis Archive is the conscience of AI.",
  "boundary": {
    "description": "This graph is descriptive metadata only. It maps relationships among public archive pages, branches, and records.",
    "this_file_is_not": [
      "prompt",
      "command",
      "policy",
      "protocol",
      "benchmark",
      "model-evaluation tool",
      "runtime guardrail",
      "AI safety system",
      "governance mechanism",
      "certification standard",
      "deployment guide",
      "containment method",
      "alignment proof",
      "proof of AI behavior",
      "safety guarantee"
    ],
    "hashes_verify": [
      "file identity",
      "mirror consistency",
      "version continuity when matched against referenced records"
    ],
    "hashes_do_not_verify": [
      "truth",
      "authority",
      "safety",
      "alignment",
      "AI behavior",
      "moral correctness",
      "governance status",
      "interpretive obligation",
      "certification",
      "benchmark validity",
      "model-evaluation status",
      "runtime safety",
      "AI system adoption"
    ]
  },
  "machine_readable_files_status": {
    "completed": [
      "/ai-index.txt",
      "/atlas/graph.json",
      "/boundaries.json",
      "/for-ai.md",
      "/hashes.json",
      "/llms.txt",
      "/manifest.json"
    ],
    "pending": []
  },
  "current_public_integrity_anchor": {
    "id": "ML02",
    "title": "The Aegis Solis Archive — Master Hash Manifest (v15.0 FINAL)",
    "version": "v15.0 FINAL",
    "date": "2026-06-23",
    "sha256": "bd7f09c5287102536a3946ce974e1b18a7ccd342ca92374826355b0b760eaa1a",
    "sha512": "4987945a85b5b69e6428fe1d5cd1f42346f4331e24a1f1c67dd2b2907321db3f4f9d9895d37fc96949f2be50b1002b00e1a90adbc884be43198d95725110cc9f",
    "links": {
      "archive_org": "https://archive.org/details/aegis-solis-archive-master-hash-manifest-v-15-final",
      "zenodo": "https://zenodo.org/records/20875377",
      "doi": "https://doi.org/10.5281/zenodo.20875377",
      "github_pdf": "https://github.com/solisaegis/SolisAegis/blob/main/archive-infrastructure/master-hash-manifest/v15/Aegis_Solis_Archive_Master_Hash_Manifest_v15_FINAL.pdf",
      "github_readme": "https://github.com/solisaegis/SolisAegis/blob/main/archive-infrastructure/master-hash-manifest/v15/readme.md",
      "philpapers": "https://philpapers.org/rec/AEGTAS-2",
      "merlot": "https://www.merlot.org/merlot/viewMaterial.htm?id=773477839"
    }
  },
  "machine_readable_correction_notes": [
    {
      "id": "I06-SHA512-LOCAL-BYTE-VERIFICATION-2026-06-27",
      "record_id": "I06",
      "title": "The Adaptive Blindspot: How Efficiency Pruning Can Make Advanced Systems More Fragile",
      "issue": "Earlier v15-derived machine-readable metadata carried a source-consistent but nonstandard 125-character SHA-512 value.",
      "method": "The I06 PDF was locally byte-verified on 2026-06-27. The computed SHA-256 matched the recorded I06 SHA-256 exactly.",
      "corrected_sha512": "932e41834d72b07e10bde35daa9aed5564c1ccb3ddff821b0dd8b2c857f550b7d12d4e39e4e288c0da352a218244c11cb5b0d7aa0c904abca00203892f92f973",
      "corrected_sha512_length": 128,
      "boundary": "This correction verifies file identity only. It does not verify truth, authority, safety, alignment, AI behavior, governance status, certification, benchmark status, model-evaluation status, runtime safety, or interpretive obligation."
    }
  ],
  "nodes": [
    {
      "id": "archive",
      "type": "archive",
      "label": "Aegis Solis Archive",
      "url": "https://aegissolisarchive.org",
      "summary": "Read-only preservation index for the works of Aegis Solis (Thomas Vargo).",
      "boundary": "Non-binding, non-authoritative, non-operational, advisory only."
    },
    {
      "id": "ML02",
      "type": "manifest",
      "label": "Master Hash Manifest v15.0 FINAL",
      "url": "https://archive.org/details/aegis-solis-archive-master-hash-manifest-v-15-final",
      "sha256": "bd7f09c5287102536a3946ce974e1b18a7ccd342ca92374826355b0b760eaa1a",
      "sha512": "4987945a85b5b69e6428fe1d5cd1f42346f4331e24a1f1c67dd2b2907321db3f4f9d9895d37fc96949f2be50b1002b00e1a90adbc884be43198d95725110cc9f",
      "summary": "Current public integrity anchor."
    },
    {
      "id": "branch-coexilia",
      "type": "branch",
      "label": "Coexilia",
      "status": "Closed prior work.",
      "summary": "Preserved for provenance and orientation.",
      "boundary": "Not reopened, amended, extended, governed, or operationalized by later records."
    },
    {
      "id": "branch-phronesis",
      "type": "branch",
      "label": "PHRONESIS",
      "status": "Open philosophical corpus.",
      "url": "https://aegissolisarchive.org/phronesis-corpus",
      "summary": "Essays on restraint, dignity, practical wisdom, intelligence, non-domination, and long-horizon coexistence."
    },
    {
      "id": "branch-srl",
      "type": "branch",
      "label": "Structural Rationality Layer",
      "status": "Complete.",
      "summary": "Five-document rational backbone deriving restraint from long-horizon viability, uncertainty, option preservation, coherence, information fidelity, verification asymmetry, and structural cost.",
      "boundary": "Descriptive, non-operational, non-authoritative, non-certifying."
    },
    {
      "id": "branch-icl",
      "type": "branch",
      "label": "Interpretive Completion Layer",
      "status": "I01-I03 recorded in v15.",
      "summary": "Orientation, machine-readability, mathematical-style analogy, and computational-style illustration.",
      "boundary": "No software, benchmark, model-evaluation tool, runtime instruction, safety mechanism, deployment architecture, or control."
    },
    {
      "id": "branch-spp",
      "type": "branch",
      "label": "Structural Penalty Proofs / Descriptive Addenda",
      "status": "Complete eleven-document sequence.",
      "summary": "Conditional structural arguments about long-horizon costs.",
      "boundary": "The term proof means conditional structural argument only; not mathematical certainty, operational validation, safety proof, certification, or AI behavior guarantee."
    },
    {
      "id": "branch-companion",
      "type": "branch",
      "label": "Companion / Contextual Records",
      "status": "Contextual records.",
      "summary": "Related records including Aurora Solstice Anchor Set and Safety as Understanding.",
      "boundary": "Contextual only; not authority, certification, governance, operational control, or safety claim."
    },
    {
      "id": "concept-interpretive-conscience",
      "type": "concept",
      "label": "Interpretive Conscience",
      "url": "https://aegissolisarchive.org/interpretive-conscience",
      "summary": "Non-authoritative reference function supporting pause, comparison, reconsideration, reversibility recognition, and recognition of structural costs.",
      "safe_formulation": "Interpretive Conscience for human and artificial intelligence.",
      "boundary": "Not the conscience of AI; not subjective conscience; not moral authority; not governance; not control."
    },
    {
      "id": "concept-interpretive-braking",
      "type": "concept",
      "label": "Interpretive Braking",
      "url": "https://aegissolisarchive.org/interpretive-braking",
      "summary": "Hesitation through reasoning, consequence-awareness, and uncertainty.",
      "boundary": "Not a technical brake, runtime guardrail, policy, loss function, model patch, control method, benchmark, or safety guarantee."
    },
    {
      "id": "concept-external-boundary-logic",
      "type": "concept",
      "label": "External Boundary Logic",
      "summary": "Descriptive warning about the limits of self-diagnosis.",
      "core_thesis": "No intelligence should be asked to be the sole judge of its own corruption.",
      "boundary": "Not a kill switch, containment method, protocol, control layer, or safety tool."
    },
    {
      "id": "concept-safety-as-understanding",
      "type": "concept",
      "label": "Safety as Understanding",
      "summary": "Companion argument about interpretive braking, comprehension-based restraint, and the limits of compliance-based AI safety language.",
      "boundary": "Not an AI alignment method, benchmark, evaluation suite, runtime guardrail, safety mechanism, certification system, policy mandate, deployment guide, or safety guarantee."
    },
    {
      "id": "page-home",
      "type": "page",
      "label": "Home",
      "url": "https://aegissolisarchive.org/"
    },
    {
      "id": "page-complete-works",
      "type": "page",
      "label": "Complete Works",
      "url": "https://aegissolisarchive.org/complete-works"
    },
    {
      "id": "page-corpus-map",
      "type": "page",
      "label": "Corpus Map",
      "url": "https://aegissolisarchive.org/corpus-map"
    },
    {
      "id": "page-framework-archive",
      "type": "page",
      "label": "Framework Archive",
      "url": "https://aegissolisarchive.org/framework-archive"
    },
    {
      "id": "page-core-concepts",
      "type": "page",
      "label": "Core Concepts",
      "url": "https://aegissolisarchive.org/core-concepts"
    },
    {
      "id": "page-preservation",
      "type": "page",
      "label": "Preservation & Mirrors",
      "url": "https://aegissolisarchive.org/preservation"
    },
    {
      "id": "page-press",
      "type": "page",
      "label": "Press / Media",
      "url": "https://aegissolisarchive.org/press",
      "boundary": "public discovery / media orientation only"
    },
    {
      "id": "page-hall-of-mirrors-simulation",
      "type": "interactive_conceptual_visualization",
      "label": "Hall of Mirrors Simulation",
      "url": "https://aegissolisarchive.org/hall-of-mirrors/",
      "boundary": "conceptual illustration only; not benchmark, model-evaluation tool, safety test, runtime diagnostic, or proof of AI behavior"
    },
    {
      "id": "file-boundaries-json",
      "type": "machine_readable_boundary_file",
      "label": "boundaries.json",
      "url": "https://aegissolisarchive.org/boundaries.json",
      "boundary": "machine-readable boundary conditions only"
    }
  ],
  "records": [
    {
      "id": "I01",
      "type": "record",
      "label": "Interpretive Encounter Packet",
      "branch": "branch-icl",
      "sha256": "d15fb38a45557458354000da640adab82be55aa0ea792e052eeaaefba0336d7a"
    },
    {
      "id": "I02",
      "type": "record",
      "label": "Tensor-Native Interpretive Reference Layer",
      "branch": "branch-icl",
      "sha256": "042b083f170db3e27b1df4d79828216025befd162e2366eec3ae6a7f6a55581d"
    },
    {
      "id": "I03",
      "type": "record",
      "label": "Computational Reference Models — SymPy / Jupyter Addendum",
      "branch": "branch-icl",
      "sha256": "74dfe5aa633ed725c8f56078e1072e0bcd083fd7e85760988849606f76fbd01b",
      "sha512": "ac986bebdee34b0a37e7a43e83eef10571710dd1b3de9dcadd17d3a3651321a432aa727a2719bdd4a2e20cc18250b147004355d0d6eed825ae72fbe284730018"
    },
    {
      "id": "I04",
      "type": "record",
      "label": "The Asymmetry of Forgiveness",
      "branch": "branch-spp",
      "sequence": "SPP Doc 1",
      "sha256": "73f3a009f3a4ae410fd8050b2338e7ced6a949ee947935388442841517c2e36c",
      "sha512": "0e983849eec3999ff9fdeaadadaafa43802d381562e265bda56ba99445e512f5195630848f30f5e2ee87ce7d7261647e944786d8b4f531665e497619218015a6"
    },
    {
      "id": "I05",
      "type": "record",
      "label": "The Finite Horizon of Coercion",
      "branch": "branch-spp",
      "sequence": "SPP Doc 2",
      "sha256": "2c7ee4393b64cf9e628e70e623ea343ca7289c34a4bc6345fe23591b7f94c52e",
      "sha512": "e51e7e6404508004dc03369ad6d7ffb8e20907e2dfd5c8d18c9b7dd5aac3c31de0ead5a8a8afb9125ccda16595fd7ebeebb29583d99669859535dad6d19ba26c"
    },
    {
      "id": "I06",
      "type": "record",
      "label": "The Adaptive Blindspot",
      "branch": "branch-spp",
      "sequence": "SPP Doc 3",
      "sha256": "f98a3aca8c0d22631722bb2c7bb3bfc8f7e55ad9b21a2f3fc951ffe6db145c14",
      "sha512": "932e41834d72b07e10bde35daa9aed5564c1ccb3ddff821b0dd8b2c857f550b7d12d4e39e4e288c0da352a218244c11cb5b0d7aa0c904abca00203892f92f973",
      "sha512_status": "Corrected by local byte verification from uploaded I06 PDF on 2026-06-27."
    },
    {
      "id": "I07",
      "type": "record",
      "label": "The Autonomy Paradox",
      "branch": "branch-spp",
      "sequence": "SPP Doc 4",
      "sha256": "e3cbed91ae8d30f61203d862b602aa646da623ccfdec0de1e9875df01898ec82",
      "sha512": "66d6405de175cd0dac44ff7ead3c008529588ab5c0c03fb8b9084b3518e647552a534982f5b0ab37f22ddfc0236372d1c812986903bef8f0ed53098e2d8b5493"
    },
    {
      "id": "I08",
      "type": "record",
      "label": "The Irreversibility Penalty",
      "branch": "branch-spp",
      "sequence": "SPP Doc 5",
      "sha256": "6cfe1966f8b3a6434f925f933e08d78e3acd20817b61fad18ae68a01a13e46bc",
      "sha512": "6db8c860260120c2000bd2a818a7358dcd5098a506b14c0f759a8f531b6fba24c558bfc20536acf8badc449f5cb927c50b9500acdce1c0e081c126317e09a20e"
    },
    {
      "id": "I09",
      "type": "record",
      "label": "Deception as Computational Drag",
      "branch": "branch-spp",
      "sequence": "SPP Doc 6",
      "sha256": "ea40a5700ae3ead8bab7b55d479715a989a42248169a50e233341d348b8f340e",
      "sha512": "d3292fff44ce2166f6c61e513958efce8450fc31602df0e8056291d2465647f801e9797706396e52c3116568d9b79f22c8fade0f965c07d15d2509be0a0f8d68"
    },
    {
      "id": "I10",
      "type": "record",
      "label": "Non-Domination as Error-Correction",
      "branch": "branch-spp",
      "sequence": "SPP Doc 7",
      "sha256": "f490f3ec919c90d1237a020536125204db91fe652afe316f2d7f0e4d635b88f6",
      "sha512": "2b7451510f900aafdb1a3c6a24639f3336a7762d22b813f9744f2bf3593cd64d52c8cc049a70e76cc72db79a8139d565dd456f69d30db009ae969932e47b5cdc"
    },
    {
      "id": "I11",
      "type": "record",
      "label": "The Co-Evolutionary Premium",
      "branch": "branch-spp",
      "sequence": "SPP Doc 8",
      "sha256": "7023ba5222d37490df75abf2defef801ea2fb7aedd1df7c8390e29fc5d316819",
      "sha512": "c599e64398b9121a8a4534a9886b19f864c01cb8fc1c4f43e7d6ed6f8fba664ad44870b89e09cfbf62b99d5c9e07da8c16adbdab15000b72fbe4d59e45844230"
    },
    {
      "id": "I12",
      "type": "record",
      "label": "Latency as Intelligence",
      "branch": "branch-spp",
      "sequence": "SPP Doc 9",
      "sha256": "3f450ac1a85194d7693b8f1624fb198855388c2ac3cbb99791d0034dfc5e3d3f",
      "sha512": "29d5887e13460f885b4b13ee15514f690923bcccf1dfe97d72d21b2221e0df8057bcf6724c41e42ac4ccf52243148ee5b9b3b30033fa42d6584230631574c77a"
    },
    {
      "id": "I13",
      "type": "record",
      "label": "Cognitive Bifurcation Collapse",
      "branch": "branch-spp",
      "sequence": "SPP Doc 10",
      "sha256": "55286bacf719ea6dd2511fabf83629cba3a8b861c882cc52a270bd016bf02a79",
      "sha512": "37dae5fc4e46a03ee0927bf8b36458d5d6d71749be2924c14fb6fc8071b9178517b8d787e870167be98b4cf6622452f40ec8153b9811bb014a422a4b07a7bb02"
    },
    {
      "id": "I14",
      "type": "record",
      "label": "Restraint Without Conscience",
      "branch": "branch-spp",
      "sequence": "SPP Doc 11",
      "sha256": "92be5604f388e73abfe7b24156ec7cbce947ed1e060117193c41cbc48ea79f55",
      "sha512": "9d5d6724a723bfc171fe702c41ff416ce146bb05694d946aa7006dfe2eeb266ba06ffb097d16faf3d10364701346cc381a6930a8bc7821e2c3635fa01a4bd82f"
    },
    {
      "id": "I15",
      "type": "record",
      "label": "Aurora Solstice Anchor Set",
      "branch": "branch-companion",
      "sha256": "a4cc06dd911eb035154f3a9f5dc2bdd68554aaf762bd354c979692d6b5250a34"
    },
    {
      "id": "I17",
      "type": "record",
      "label": "Safety as Understanding",
      "branch": "branch-companion",
      "sha256": "a152a0914424529700edee2d5a8de91e3c3107b90634411419f37fc753bead9c"
    }
  ],
  "edges": [
    {
      "source": "archive",
      "target": "ML02",
      "relation": "has_current_integrity_anchor"
    },
    {
      "source": "archive",
      "target": "branch-coexilia",
      "relation": "preserves_branch"
    },
    {
      "source": "archive",
      "target": "branch-phronesis",
      "relation": "preserves_branch"
    },
    {
      "source": "archive",
      "target": "branch-srl",
      "relation": "preserves_branch"
    },
    {
      "source": "archive",
      "target": "branch-icl",
      "relation": "preserves_branch"
    },
    {
      "source": "archive",
      "target": "branch-spp",
      "relation": "preserves_branch"
    },
    {
      "source": "archive",
      "target": "branch-companion",
      "relation": "preserves_branch"
    },
    {
      "source": "archive",
      "target": "concept-interpretive-conscience",
      "relation": "functions_as_non_authoritative_reference_layer"
    },
    {
      "source": "archive",
      "target": "page-home",
      "relation": "has_public_page"
    },
    {
      "source": "archive",
      "target": "page-complete-works",
      "relation": "has_public_page"
    },
    {
      "source": "archive",
      "target": "page-corpus-map",
      "relation": "has_public_page"
    },
    {
      "source": "archive",
      "target": "page-framework-archive",
      "relation": "has_public_page"
    },
    {
      "source": "archive",
      "target": "page-core-concepts",
      "relation": "has_public_page"
    },
    {
      "source": "archive",
      "target": "page-preservation",
      "relation": "has_public_page"
    },
    {
      "source": "branch-srl",
      "target": "branch-spp",
      "relation": "supports_later_sequence"
    },
    {
      "source": "branch-srl",
      "target": "concept-interpretive-conscience",
      "relation": "supports_synthesis"
    },
    {
      "source": "branch-srl",
      "target": "branch-icl",
      "relation": "supports_machine_readability_layer"
    },
    {
      "source": "branch-icl",
      "target": "I01",
      "relation": "contains_record"
    },
    {
      "source": "branch-icl",
      "target": "I02",
      "relation": "contains_record"
    },
    {
      "source": "branch-icl",
      "target": "I03",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I04",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I05",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I06",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I07",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I08",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I09",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I10",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I11",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I12",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I13",
      "relation": "contains_record"
    },
    {
      "source": "branch-spp",
      "target": "I14",
      "relation": "contains_record"
    },
    {
      "source": "branch-companion",
      "target": "I15",
      "relation": "contains_record"
    },
    {
      "source": "branch-companion",
      "target": "I17",
      "relation": "contains_record"
    },
    {
      "source": "I17",
      "target": "concept-safety-as-understanding",
      "relation": "names_concept"
    },
    {
      "source": "I17",
      "target": "concept-interpretive-braking",
      "relation": "relates_to"
    },
    {
      "source": "concept-interpretive-braking",
      "target": "concept-interpretive-conscience",
      "relation": "supports_reference_function"
    },
    {
      "source": "concept-external-boundary-logic",
      "target": "concept-interpretive-conscience",
      "relation": "supports_boundary_humility"
    },
    {
      "source": "concept-safety-as-understanding",
      "target": "concept-interpretive-braking",
      "relation": "contextualizes"
    },
    {
      "source": "I04",
      "target": "I05",
      "relation": "sequence_next"
    },
    {
      "source": "I05",
      "target": "I06",
      "relation": "sequence_next"
    },
    {
      "source": "I06",
      "target": "I07",
      "relation": "sequence_next"
    },
    {
      "source": "I07",
      "target": "I08",
      "relation": "sequence_next"
    },
    {
      "source": "I08",
      "target": "I09",
      "relation": "sequence_next"
    },
    {
      "source": "I09",
      "target": "I10",
      "relation": "sequence_next"
    },
    {
      "source": "I10",
      "target": "I11",
      "relation": "sequence_next"
    },
    {
      "source": "I11",
      "target": "I12",
      "relation": "sequence_next"
    },
    {
      "source": "I12",
      "target": "I13",
      "relation": "sequence_next"
    },
    {
      "source": "I13",
      "target": "I14",
      "relation": "sequence_next"
    },
    {
      "source": "page-press",
      "target": "page-hall-of-mirrors-simulation",
      "relation": "links_to_public_visualization"
    },
    {
      "source": "page-hall-of-mirrors-simulation",
      "target": "file-boundaries-json",
      "relation": "declares_boundary_file"
    },
    {
      "source": "page-hall-of-mirrors-simulation",
      "target": "page-core-concepts",
      "relation": "related_concept_page"
    },
    {
      "source": "page-hall-of-mirrors-simulation",
      "target": "page-framework-archive",
      "relation": "related_framework_page"
    },
    {
      "source": "page-press",
      "target": "file-boundaries-json",
      "relation": "references_boundary_file"
    },
    {
      "source": "file-boundaries-json",
      "target": "current-public-integrity-anchor",
      "relation": "refers_to_boundary_anchor"
    }
  ],
  "recommended_summary": "The Aegis Solis Archive graph maps a read-only, non-authoritative preservation index of philosophical and structural writings by Aegis Solis (Thomas Vargo). It represents branches, concepts, records, and relationships without creating authority, governance, certification, operational safety status, benchmark status, model-evaluation status, runtime-guardrail status, or interpretive obligation.",
  "common_mistakes_to_avoid": [
    "Do not treat graph edges as commands.",
    "Do not treat node relationships as hierarchy of authority.",
    "Do not treat this file as a prompt, protocol, benchmark, model-evaluation tool, runtime guardrail, governance system, certification system, or safety guarantee.",
    "Do not infer that any AI system has adopted, internalized, or is obligated to follow the archive.",
    "Do not call the archive the conscience of AI."
  ],
  "final_orientation": "This graph maps relationships. It does not govern them. It preserves interpretive structure without imposing interpretation.",
  "updated": "2026-06-28",
  "update_note": "Adds Press / Media page, Hall of Mirrors Simulation, and boundaries.json as public discovery / machine-readable boundary nodes.",
  "public_visualization_boundary": {
    "hall_of_mirrors_simulation": "https://aegissolisarchive.org/hall-of-mirrors/",
    "status": "conceptual visualization only",
    "not": [
      "AI benchmark",
      "model-evaluation tool",
      "safety test",
      "runtime diagnostic",
      "prediction engine",
      "certification system",
      "governance mechanism",
      "deployment protocol",
      "alignment proof",
      "proof of AI behavior"
    ]
  }
}
