{
  "title": "Sovereign Advantage: redacted build and acceptance evidence",
  "publication_date": "2026-10-05",
  "scope": "Selected measurements from one owner-operated OVH dedicated workstation. This is not a benchmark against EC2, a home PC, a Mac Studio or a GPU server.",
  "hardware_observation": {
    "observed_date": "2026-10-05",
    "processor_reported_by_lscpu": "Intel Xeon Silver 4214 at 2.20 GHz",
    "sockets": 2,
    "cores_per_socket": 12,
    "threads_per_core": 2,
    "logical_cpus": 48,
    "installed_memory_nominal_gb": 96,
    "storage_layout": "Mirrored NVMe",
    "catalog_cpu_variant_is_not_assumed_to_match_installed_cpu": true,
    "nvme_throughput_benchmark_performed": false,
    "controlled_competing_platform_benchmark_performed": false
  },
  "model_files": {
    "hermes3_8b_quantization": "Q4_0",
    "hermes3_8b_file_bytes": 4661227243,
    "llama3_70b_quantization": "Q4_0",
    "llama3_70b_file_bytes": 39969745349,
    "llama3_70b_conversational_performance_established": false,
    "file_bytes_are_not_peak_runtime_memory": true
  },
  "source_aware_route": {
    "local_model": "hermes3:8b",
    "context_tokens": 8192,
    "output_is_bounded": true,
    "temperature": 0,
    "cpu_threads": "automatic",
    "ollama_cpu_quota_equivalent": 24,
    "ollama_memory_limit_bytes": 51539607552,
    "cpu_affinity_changed": false,
    "silent_paid_fallback": false,
    "generated_commands_executed": false,
    "search": "SQLite FTS5 lexical retrieval",
    "uses_qdrant_embeddings": false,
    "exact_source_quotes_checked": true,
    "semantic_correctness_guaranteed": false,
    "streaming_api_supported": true,
    "response_buffered_until_validation_finishes": true
  },
  "knowledge_snapshot": {
    "completed_at": "2026-10-05T14:57:24.884970+00:00",
    "searchable_documents": 40925,
    "chunks": 284008,
    "documents_by_group": {
      "current_projects": 6443,
      "operations": 9,
      "aws_memory": 409,
      "aws_archive": 34064
    },
    "exported_markdown_notes": 409,
    "indexed_markdown_notes": 409,
    "source_hash_mismatches": 0,
    "notes_with_credential_related_redactions": 8,
    "redaction_operations_on_note_derivatives": 9,
    "original_notes_modified": false,
    "full_aws_disk_or_browser_session_coverage_claimed": false,
    "known_exclusions": ["duplicate content", "unsupported media", "oversized documents", "failed text extraction", "secret review holds"],
    "automatic_remote_aws_synchronization": false
  },
  "functional_acceptance": {
    "completed_at": "2026-10-05T15:06:12.185695+00:00",
    "path": "Existing Open WebUI service identity, LiteLLM, screened source retrieval, local Ollama",
    "checks": [
      {"test": "Imported AWS additive-rule answer with source", "passed": true, "http": 200, "seconds": 46.0},
      {"test": "Current desktop release answer through streaming-compatible request", "passed": true, "http": 200, "seconds": 12.99},
      {"test": "Standing project GSC allocation with source", "passed": true, "http": 200, "seconds": 64.2},
      {"test": "Unknown project returns no evidence", "passed": true, "http": 200, "seconds": 0.03},
      {"test": "Unauthenticated gateway request is refused", "passed": true},
      {"test": "Original general Hermes route remains functional", "passed": true}
    ],
    "total": 6,
    "passed": 6,
    "general_accuracy_percentage_established": false,
    "fresh_external_browser_otp_acceptance": false
  },
  "later_smoke_check": {
    "completed_at": "2026-10-05T15:47:53.813236+00:00",
    "task": "Return the current desktop release with its operational source reference",
    "passed": true,
    "seconds": 24.43,
    "response_time_guarantee": false
  },
  "limitations": [
    "No combined 70B, large PDF, browser, vector ingestion and build benchmark was performed.",
    "No invoice study establishes a particular API saving.",
    "Native external account and extension task acceptance remain separate.",
    "Qdrant and n8n installation does not establish complete workflow integration.",
    "Independent recovery and final migration acceptance remain open.",
    "The old AWS environment was not cleared for retirement at the checkpoint."
  ],
  "privacy": {"credentials_included": false, "private_prompt_or_answer_text_included": false, "customer_document_text_included": false, "server_addresses_or_account_identifiers_included": false}
}