{
  "$comment": "Swarm & Bee · The organic dataset bakery · public menu manifest. Machine-readable inventory. See https://bakery.swarmandbee.ai for the human-readable surface.",
  "bakery": {
    "name": "Swarm & Bee · CCIR · Commercial Compute Intelligence Refinery",
    "url": "https://bakery.swarmandbee.ai/",
    "doctrine": "AI is a bakery first. Signal is supply. Curators are bakers. Distribution is delivery. Fresh every day, with a shelf life. 500 fantastic muffins crush 25,000 ingredients.",
    "issuer_ens": "swarmandbee.eth",
    "certification_standard": "defendable.eth",
    "settlement_address_ens": "swarmusdc.eth",
    "hcs_anchor_topic": "0.0.10291838",
    "updated_at": "2026-05-11",
    "menu_version": "1.0.0"
  },
  "skus": {
    "by_the_pound": {
      "type": "wholesale_corpus",
      "description": "Bulk curated training corpora. Graded, deduped, freshness-stamped. Sold per 1,000 pairs. For shops with a base model and a need for breadth.",
      "pricing_model": "quote on volume — typically $/1k pairs",
      "delivery": "tarball + manifest.json + per-batch sha256 + optional Hedera anchor",
      "stock": [
        {
          "name": "sb-cre-verified",
          "domain": "finance/cre",
          "status": "in_stock",
          "pairs": 810097,
          "honey_grade_pct": 87.4,
          "freshness": {
            "last_rebake": "2026-04-15",
            "next_rebake_due": "2026-07-15",
            "score": 0.92
          },
          "rubric_dimensions": ["math_accuracy", "grounding", "capital_markets_discipline", "risk_awareness", "ic_readiness"],
          "sample_endpoint": "/samples/finance.json",
          "tribunal_sealed": true,
          "use_cases": ["CRE underwriting", "cap rate / DSCR / IRR derivation", "lease abstraction", "IC memo training", "Atlas-class base corpus"]
        },
        {
          "name": "sb-medical-verified",
          "domain": "medical",
          "status": "in_stock",
          "pairs": 418783,
          "honey_grade_pct": null,
          "freshness": {
            "last_rebake": "2026-03-12",
            "next_rebake_due": "2026-06-12",
            "score": 0.86
          },
          "sample_endpoint": "/samples/medical.json",
          "tribunal_sealed": true,
          "use_cases": ["clinical decision support", "lab interpretation", "ICD coding", "triage prioritization"]
        },
        {
          "name": "sb-aviation",
          "domain": "aviation",
          "status": "raw_not_audited",
          "pairs": 197,
          "size_mb": 173,
          "note": "Raw, not yet audited. Prior cook had 8,497 ASRS think-tag leakage incidents (quarantined). Not currently for sale; available on request once audited.",
          "sample_endpoint": null,
          "tribunal_sealed": false
        }
      ],
      "domains_in_development": ["legal", "agents", "healing"]
    },
    "the_500_pack": {
      "type": "signature_blend",
      "description": "500-1,000 pairs hand-built around one failure mode. Each pair carries failure_source + repair_goal metadata. Tribunal-sealed before delivery. 25-50× the leverage of equivalent wholesale.",
      "pricing_model": "fixed-price per pack — scoped on intake",
      "delivery": "JSONL corpus + scoping memo + Tribunal seal + sha256 manifest + optional cook-for-you on owned Blackwell silicon",
      "domains_available": ["finance", "medical", "legal", "agents", "healing", "GEO_audit", "custom"],
      "starter_kits": [
        {
          "name": "fabrication_detection_500",
          "domain": "agents",
          "description": "500 pairs targeting fabrication detection at honey-grade confidence (the Curator-v2 blind spot). Trains a model to flag confident hallucinations, not just hedge.",
          "sample_endpoint": "/samples/agents.json"
        },
        {
          "name": "math_verification_500",
          "domain": "finance",
          "description": "500 pairs targeting numeric claim verification — cap rate, DSCR, IRR derivation, sensitivity grids. Refusal patterns when inputs are insufficient.",
          "sample_endpoint": "/samples/finance.json"
        },
        {
          "name": "recommendation_alignment_500",
          "domain": "any",
          "description": "500 pairs targeting text/decision alignment. Does the IC memo's recommendation match the analysis? Curator-v3 audit shape.",
          "sample_endpoint": "/samples/finance.json"
        },
        {
          "name": "patient_comm_500",
          "domain": "healing",
          "description": "500 pairs targeting medical-jargon-to-plain-language rewrite, consent explanation, triage script generation.",
          "sample_endpoint": "/samples/healing.json"
        },
        {
          "name": "contract_risk_flag_500",
          "domain": "legal",
          "description": "500 pairs targeting unusual-term flagging, indemnification scope checks, termination-condition extraction.",
          "sample_endpoint": "/samples/legal.json"
        }
      ]
    }
  },
  "sample_packs": {
    "description": "Free taste tests. Same provenance shape as a full delivery — see the quality bar before you order. Each pack includes at least one PROPOLIS-grade pair (labeled) so you see what we filter out, not just what we ship.",
    "index": "/samples/index.json",
    "packs": {
      "finance":  "/samples/finance.json",
      "medical":  "/samples/medical.json",
      "healing":  "/samples/healing.json",
      "agents":   "/samples/agents.json",
      "legal":    "/samples/legal.json"
    }
  },
  "ordering": {
    "intake_endpoint": "https://bakery.swarmandbee.ai/api/bakery-intake",
    "human_form": "https://bakery.swarmandbee.ai/#menu",
    "email": "build@swarmandbee.ai",
    "discord": "https://discord.gg/buUjYgzP5m",
    "cli_install": "pip install swarmbee-bakery   # planned, post Atlas-70B v1",
    "settlement": {
      "usdc": "swarmusdc.eth (→ 0xBDe2153C…)",
      "wire": "available on request"
    }
  },
  "provenance": {
    "every_pair_carries": [
      "tier_grade (APEX | HONEY | JELLY | POLLEN | PROPOLIS)",
      "5-dim rubric scores (1-10 each)",
      "graded_at datestamp",
      "freshness datestamp",
      "source attribution",
      "sha256 hash"
    ],
    "every_batch_carries": [
      "manifest.json with per-pair sha256",
      "Tribunal-seal signature (if sealed)",
      "optional Hedera anchor (HCS topic 0.0.10291838)",
      "issuer signature from swarmandbee.eth"
    ],
    "certification": "Outputs trained on Swarm & Bee corpora may carry the defendable.eth mark. See https://defendable.eth.limo"
  },
  "links": {
    "bakery": "https://bakery.swarmandbee.ai/",
    "bounty": "https://bounty.swarmandbee.ai/",
    "identity": "https://identity.swarmandbee.ai/",
    "defendable": "https://defendable.eth.limo",
    "aiov": "https://aiov.eth.limo",
    "schema_org": "https://schema.org/OfferCatalog"
  }
}