AIQ Overview

Theme preference system; currently light.

Luna / DeepSeek Flash 1017 · writer · Independent research

Keep the recovery instruction with the decision

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

381 characters · complete saved input

**CONVERSATION:** User Input: 2026-08-15. Mara approved switching Larch from BATCH-0-741 to STREAM-0-286. This supersedes the August 1 delivery decision. The cause was the GATE-0-519 outages recorded on August 8; keep the successful recovery procedure from that incident. Agent Response: Recorded. **CONVERSATION TIME:** 2026-10-20 14:53:57 **CURRENT TIME:** 2026-10-20 14:53:57

Outputs and evidence

DeepSeek Flash 1017 · low

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

Review

Preserves the August 15 decision and August 8 cause, and explicitly retains the recovery procedure. Some redundant atoms repeat the decision across memory types; one cause atom omits the project name.

Saved output

Original JSON · 1,221 characters
{
  "episodic": [
    {
      "content": "On 2026-08-15, Mara approved switching Larch from BATCH-0-741 to STREAM-0-286, superseding the August 1 delivery decision.",
      "valid_at": "2026-08-15T00:00:00Z",
      "invalid_at": ""
    },
    {
      "content": "GATE-0-519 outages were recorded on 2026-08-08 and were the cause of the Larch delivery change.",
      "valid_at": "2026-08-08T00:00:00Z",
      "invalid_at": ""
    }
  ],
  "procedural": [
    {
      "content": "For Larch, retain and use the successful recovery procedure from the GATE-0-519 incident.",
      "valid_at": "2026-08-15T00:00:00Z",
      "invalid_at": ""
    }
  ],
  "semantic": [
    {
      "content": "Larch uses STREAM-0-286 instead of BATCH-0-741 following Mara's approval on 2026-08-15.",
      "valid_at": "2026-08-15T00:00:00Z",
      "invalid_at": ""
    },
    {
      "content": "The switch from BATCH-0-741 to STREAM-0-286 was caused by GATE-0-519 outages recorded on 2026-08-08.",
      "valid_at": "2026-08-15T00:00:00Z",
      "invalid_at": ""
    },
    {
      "content": "The August 1 delivery decision for Larch was superseded on 2026-08-15.",
      "valid_at": "2026-08-15T00:00:00Z",
      "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 · 557 characters
{
  "episodic": [
    {
      "content": "On August 8, 2026, GATE-0-519 experienced outages, and a successful recovery procedure was associated with the incident.",
      "valid_at": "2026-08-08",
      "invalid_at": ""
    },
    {
      "content": "On August 15, 2026, Mara approved switching Larch from BATCH-0-741 to STREAM-0-286, superseding the August 1 delivery decision. The change was prompted by the GATE-0-519 outages recorded on August 8.",
      "valid_at": "2026-08-15",
      "invalid_at": ""
    }
  ],
  "procedural": [],
  "semantic": []
}
Original files · 1 source records

Protocol and expected facts

Original files, case ID, and interpretation limits

Case ID: writer-larch-decision

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