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              "condition": "ARD declaration unknown",
              "finding": "An ARD declaration has not been established.",
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              "signal_code": "decidable_eligibility",
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              "public_state": "ready",
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              "note": "OpenAI specifies clear public eligibility criteria for accessing its business and developer API services, including geographic restrictions and compliance with applicable trade control laws."
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              "value": "yes",
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              "public_state": "ready",
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              "evidence_status": "supported",
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              "observed_at": "2026-08-07T21:14:14.810Z",
              "tested_surfaces": [
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              "condition": "Structured terms limited",
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              "tested_surfaces": [
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              "public_state": "unknown",
              "condition": "CAPTCHA-free signup unknown",
              "finding": "Whether CAPTCHA blocks signup has not been established.",
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              "note": "The captured headless signup page content only contains title metadata and lacks sufficient form details to determine if CAPTCHA blocks signup."
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              "finding": "Machine-operable signup has not been established.",
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              "tested_surfaces": [
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                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
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              "note": "The retained signup evidence consists only of metadata and page titles, providing insufficient detail to verify machine-operable controls."
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              "condition": "Phone-free signup unknown",
              "finding": "Whether phone verification is required has not been established.",
              "evidence_status": "supported",
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              "observed_at": "2026-08-07T21:14:21.149Z",
              "tested_surfaces": [
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              "assessment_method": {
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                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
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              "note": "The captured evidence does not reveal the complete signup workflow, leaving it unestablished whether phone verification is required."
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            {
              "signal_code": "stable_entrypoint",
              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Stable signup entrypoint",
              "finding": "A stable signup entrypoint is available.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:14:23.365Z",
              "tested_surfaces": [
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                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
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              "note": "The platform signup HTTP target resolves successfully and provides a stable landing entrypoint for account creation."
            },
            {
              "signal_code": "supported_identity_flow",
              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Supported identity flow",
              "finding": "A scoped, revocable machine identity flow is documented, including explicit human authorization boundaries.",
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              "observed_at": "2026-08-07T21:26:12.128Z",
              "tested_surfaces": [
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                  "node_id": "quickstart"
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                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
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              "note": "Documentation outlines scoped service accounts, API keys created in the dashboard, and workload identity federation across multiple providers with explicit access controls."
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        {
          "stage": "pay",
          "stage_label": "Pay",
          "outcome": "pass",
          "public_state": "ready",
          "state_label": "Ready",
          "primary_finding": {
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            "condition": "Explicit price",
            "finding": "The required price or no-charge status is explicit before commitment."
          },
          "secondary_context": [
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              "signal_code": "machine_operable_checkout",
              "condition": "Machine-operable checkout unknown",
              "finding": "Machine-operable checkout has not been established."
            },
            {
              "signal_code": "supported_payment_rail",
              "condition": "Supported payment rail unknown",
              "finding": "A supported payment rail has not been established."
            },
            {
              "signal_code": "sales_intervention_free",
              "condition": "Sales-free purchase unknown",
              "finding": "Whether sales intervention is required has not been established."
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          ],
          "signals": [
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              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Explicit price",
              "finding": "The required price or no-charge status is explicit before commitment.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:14:14.810Z",
              "tested_surfaces": [
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              "assessment_method": {
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                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
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              "note": "OpenAI provides explicit pricing for API models, multimodal capabilities, and tools per token or per unit of time."
            },
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              "required": false,
              "value": "unknown",
              "value_label": "Unknown",
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              "public_state": "unknown",
              "condition": "Machine-operable checkout unknown",
              "finding": "Machine-operable checkout has not been established.",
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              "note": "Retained evidence from the signup endpoint does not provide sufficient details on machine-operable checkout controls."
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              "required": false,
              "value": "unknown",
              "value_label": "Unknown",
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              "public_state": "unknown",
              "condition": "Sales-free purchase unknown",
              "finding": "Whether sales intervention is required has not been established.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:14:21.149Z",
              "tested_surfaces": [
                {
                  "node_kind": "resource",
                  "node_id": "platform-signup"
                }
              ],
              "assessment_method": {
                "name": "headless",
                "version": "1",
                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
              },
              "note": "Evidence from the signup endpoint is insufficient to confirm whether the standard checkout flow requires sales intervention."
            },
            {
              "signal_code": "supported_payment_rail",
              "evaluation_role": "graded",
              "required": false,
              "value": "unknown",
              "value_label": "Unknown",
              "outcome": "unknown",
              "public_state": "unknown",
              "condition": "Supported payment rail unknown",
              "finding": "A supported payment rail has not been established.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:14:21.149Z",
              "tested_surfaces": [
                {
                  "node_kind": "resource",
                  "node_id": "platform-signup"
                }
              ],
              "assessment_method": {
                "name": "headless",
                "version": "1",
                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
              },
              "note": "Available evidence on the platform signup page does not establish supported payment rails."
            }
          ],
          "blockers": [],
          "remediations": []
        },
        {
          "stage": "provision",
          "stage_label": "Provision",
          "outcome": "pass",
          "public_state": "ready",
          "state_label": "Ready",
          "primary_finding": {
            "signal_code": "automatic_activation",
            "condition": "Automatic activation",
            "finding": "Successful onboarding automatically activates usable access."
          },
          "secondary_context": [
            {
              "signal_code": "machine_readable_status",
              "condition": "Machine-readable provisioning status unknown",
              "finding": "Machine-readable provisioning status has not been established."
            },
            {
              "signal_code": "bounded_delay",
              "condition": "Bounded provisioning delay unknown",
              "finding": "A bounded provisioning delay has not been established."
            },
            {
              "signal_code": "credential_delivery",
              "condition": "Credential delivery",
              "finding": "Usable credentials or delegated access are delivered through a documented flow."
            }
          ],
          "signals": [
            {
              "signal_code": "automatic_activation",
              "evaluation_role": "graded",
              "required": false,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Automatic activation",
              "finding": "Successful onboarding automatically activates usable access.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:12.128Z",
              "tested_surfaces": [
                {
                  "node_kind": "resource",
                  "node_id": "quickstart"
                }
              ],
              "assessment_method": {
                "name": "headless",
                "version": "1",
                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
              },
              "note": "Creating an API key in the dashboard immediately activates access for API invocation."
            },
            {
              "signal_code": "bounded_delay",
              "evaluation_role": "graded",
              "required": false,
              "value": "unknown",
              "value_label": "Unknown",
              "outcome": "unknown",
              "public_state": "unknown",
              "condition": "Bounded provisioning delay unknown",
              "finding": "A bounded provisioning delay has not been established.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:00.746Z",
              "tested_surfaces": [
                {
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              ],
              "assessment_method": {
                "name": "http",
                "version": "1",
                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
              },
              "note": "A bounded provisioning delay timeframe is not documented in the provided evidence."
            },
            {
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              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Credential delivery",
              "finding": "Usable credentials or delegated access are delivered through a documented flow.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:12.128Z",
              "tested_surfaces": [
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              ],
              "assessment_method": {
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                "version": "1",
                "method_digest": "sha256:5c58a6d3f59d1910064324a215209f16f177b8021442dcbf1465f4c3ccd78ed1"
              },
              "note": "API keys are generated and provided directly through the developer platform dashboard."
            },
            {
              "signal_code": "machine_readable_status",
              "evaluation_role": "graded",
              "required": false,
              "value": "unknown",
              "value_label": "Unknown",
              "outcome": "unknown",
              "public_state": "unknown",
              "condition": "Machine-readable provisioning status unknown",
              "finding": "Machine-readable provisioning status has not been established.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:00.746Z",
              "tested_surfaces": [
                {
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              ],
              "assessment_method": {
                "name": "http",
                "version": "1",
                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
              },
              "note": "Machine-readable provisioning progress and terminal status transitions are not established in the provided evidence."
            }
          ],
          "blockers": [],
          "remediations": []
        },
        {
          "stage": "operate",
          "stage_label": "Operate",
          "outcome": "pass",
          "public_state": "ready",
          "state_label": "Ready",
          "primary_finding": {
            "signal_code": "api_tool_access",
            "condition": "API or tool access",
            "finding": "A documented API or tool interface is available for operation."
          },
          "secondary_context": [
            {
              "signal_code": "agent_protocol_interface",
              "condition": "Agent protocol interface unknown",
              "finding": "An agent protocol interface has not been established."
            },
            {
              "signal_code": "usable_authentication",
              "condition": "Usable authentication",
              "finding": "Authentication is documented and usable within an agent authorization boundary."
            },
            {
              "signal_code": "documented_limits_errors",
              "condition": "Documented limits and errors",
              "finding": "Limits, structured errors, retry behavior, and idempotency semantics are documented where applicable."
            },
            {
              "signal_code": "delegated_recovery",
              "condition": "Delegated recovery",
              "finding": "Credential rotation, revocation, retry, and recovery paths are documented within delegated authority."
            }
          ],
          "signals": [
            {
              "signal_code": "agent_protocol_interface",
              "evaluation_role": "informational",
              "required": false,
              "value": "unknown",
              "value_label": "Unknown",
              "outcome": "unknown",
              "public_state": "unknown",
              "condition": "Agent protocol interface unknown",
              "finding": "An agent protocol interface has not been established.",
              "evidence_status": "missing",
              "freshness": "unknown",
              "tested_surfaces": []
            },
            {
              "signal_code": "api_tool_access",
              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "API or tool access",
              "finding": "A documented API or tool interface is available for operation.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:00.003Z",
              "tested_surfaces": [
                {
                  "node_kind": "resource",
                  "node_id": "api-reference"
                }
              ],
              "assessment_method": {
                "name": "http",
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                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
              },
              "note": "OpenAI API provides documented HTTP REST endpoints, official SDKs (Python, Node.js, Go, Java, .NET, Ruby), and WebSocket/WebRTC interfaces for programmatic model interaction and resource administration."
            },
            {
              "signal_code": "delegated_recovery",
              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Delegated recovery",
              "finding": "Credential rotation, revocation, retry, and recovery paths are documented within delegated authority.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:00.746Z",
              "tested_surfaces": [
                {
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              ],
              "assessment_method": {
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                "version": "1",
                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
              },
              "note": "OpenAI API documents recovery strategies including generating new API keys upon invalid credentials or revocation, clearing caches, adjusting spend/rate limits, and handling retries via Retry-After headers and WebSocket reconnects."
            },
            {
              "signal_code": "documented_limits_errors",
              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
              "public_state": "ready",
              "condition": "Documented limits and errors",
              "finding": "Limits, structured errors, retry behavior, and idempotency semantics are documented where applicable.",
              "evidence_status": "supported",
              "freshness": "fresh",
              "observed_at": "2026-08-07T21:26:00.746Z",
              "tested_surfaces": [
                {
                  "node_kind": "resource",
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              ],
              "assessment_method": {
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                "version": "1",
                "method_digest": "sha256:2d2f445064222c234cbaf541a627226a2c4be06a90e226b98a4389cb49e2d66b"
              },
              "note": "OpenAI API documents structured error codes, rate limits, spend limits, and retry guidance such as pacing requests and using Retry-After headers."
            },
            {
              "signal_code": "usable_authentication",
              "evaluation_role": "graded",
              "required": true,
              "value": "yes",
              "value_label": "Ready",
              "outcome": "pass",
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              "finding": "Authentication is documented and usable within an agent authorization boundary.",
              "evidence_status": "supported",
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              "observed_at": "2026-08-07T21:26:01.510Z",
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              },
              "note": "OpenAI API authentication is fully documented and usable via API keys set as system environment variables (OPENAI_API_KEY) and automatically read by the SDKs."
            }
          ],
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          "remediations": []
        }
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