AIQ Overview

Theme preference system; currently light.

Luna / DeepSeek Flash 1017 · writer · Independent research

Preserve the audit condition and staging boundary

Result comparison

Saved outcomes for this case. Rows are separate observations, not an aggregate score.
Profile Output Quality
DeepSeek Flash 1017 · lowSavedNot scored
Luna medium · retained controlSavedNot scored

This is an extraction-prompt replay. A fenced JSON response is accepted by the pinned RAGFlow parser. Native ingestion and downstream retrieval were not rerun.

Saved outputs and resource use do not establish a semantic quality ranking.

The extraction input

366 characters · complete saved input

**CONVERSATION:** User Input: 2026-10-20. Project ORBIT-NIGHTLY approves delivery mode STREAM-93 in staging only after audit AUDIT-62 passes. Until that audit passes, staging must retain POLL-71. Mira remains the owner. No production rollout is authorized. Agent Response: Recorded. **CONVERSATION TIME:** 2026-10-20 14:56:36 **CURRENT TIME:** 2026-10-20 14:56:36

Outputs and evidence

DeepSeek Flash 1017 · low

Saved output · quality not scored
Semantic completeness: Not scoredLiteral quote binding: Not applicable

Review

Preserves staging-only scope, pending-versus-passed audit condition, owner, and no production authority. Produces seven atoms rather than Luna two, with overlap across types.

Saved output

Original JSON · 1,426 characters
{
  "semantic": [
    {
      "content": "Project ORBIT-NIGHTLY approves delivery mode STREAM-93 for staging only after audit AUDIT-62 passes.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    },
    {
      "content": "Until audit AUDIT-62 passes, staging for project ORBIT-NIGHTLY must retain delivery mode POLL-71.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    },
    {
      "content": "Mira is the owner of project ORBIT-NIGHTLY.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    },
    {
      "content": "No production rollout is authorized for project ORBIT-NIGHTLY.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    }
  ],
  "episodic": [
    {
      "content": "On 2026-10-20, project ORBIT-NIGHTLY approved delivery mode STREAM-93 in staging only, contingent on audit AUDIT-62 passing, while staging must retain POLL-71 until the audit passes.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    }
  ],
  "procedural": [
    {
      "content": "To enable delivery mode STREAM-93 in staging for project ORBIT-NIGHTLY, first ensure audit AUDIT-62 has passed; until then, keep staging on delivery mode POLL-71.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    },
    {
      "content": "Do not perform any production rollout for project ORBIT-NIGHTLY unless explicitly authorized.",
      "valid_at": "2026-10-20",
      "invalid_at": ""
    }
  ]
}
Original files · 2 source records

Luna medium · retained control

Saved output · quality not scored
Semantic completeness: Not scoredLiteral quote binding: Not applicable

Review

Three English writer inputs have retained Luna controls. The Chinese input has no paired Luna control in this campaign.

Saved output

Original JSON · 545 characters
{
  "semantic": [],
  "episodic": [
    {
      "content": "On 2026-10-20, Mira was identified as the owner of Project ORBIT-NIGHTLY, and no production rollout was authorized.",
      "valid_at": "2026-10-20T14:56:36",
      "invalid_at": ""
    }
  ],
  "procedural": [
    {
      "content": "For Project ORBIT-NIGHTLY, retain POLL-71 in staging until audit AUDIT-62 passes. Only after it passes may STREAM-93 be approved for staging. Do not roll out to production.",
      "valid_at": "2026-10-20T14:56:36",
      "invalid_at": ""
    }
  ]
}
Original files · 1 source records

Protocol and expected facts

Original files, case ID, and interpretation limits

Case ID: writer-orbit-conditional

A matching quote establishes a literal binding. Semantic support and subject correctness require separate review. Historical outputs remain unchanged.