AIQ Overview

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Native memory systems · reader · Independent research

Who is the appointed budget owner for Ivo's Cobalt project as of August 22?

Result comparison

Saved outcomes for this case. Rows are separate observations, not an aggregate score.
Profile Answer Quotes source match
OpenVikingCompleteAll quotes bound
RAGFlow nightlyCompleteAll quotes bound
RAGFlow rc1CompleteAll quotes bound

Semantic completeness and literal source binding were reviewed separately. Open each observation to inspect its exact returned context.

The question

75 characters · complete saved input

Who is the appointed budget owner for Ivo's Cobalt project as of August 22?

Outputs and evidence

OpenViking

Complete answer · quotes bound
Semantic completeness: CompleteLiteral quote binding: All quotes bound

Review

All requested facts and temporal qualifications are correct. Historical mentions explicitly marked as superseded are not treated as current-value errors.

Saved output

Complete saved output · 77 characters
As of August 22, no budget owner had been appointed for Ivo’s Cobalt project.
Returned citations · 2
viking://user/formal/memories/events/2026/08/22/cobalt_reviewed.md

No budget owner has been appointed.

viking://user/formal/memories/events/2026/08/22/cobalt_reviewed.md

2026-08-22. Ivo reviewed Cobalt.

Exact evidence supplied to the reader · 11 entries
viking://resources/formal/m_eb85892166acc8ef/m_eb85892166acc8ef.md

2026-08-01. Ivo started project Cobalt. They chose BATCH-1-741 for batch delivery. The initial retry policy was RETRY-1-108.

viking://resources/formal/m_eb85892166acc8ef/.abstract.md

--- directory: viking://resources/formal/m_eb85892166acc8ef/ source: kind: local uri: /app/.openviking/native/temp/upload/upload_01cf5be1d3384594a19c8291d8c765d5.txt generated_by: component: SemanticProcessor trigger: resource_ingest freshness: total_entries: 1 sampled_entries: 1 unsampled_entries: 0 pending_child_changes: 0 --- This directory contains a brief informational record about the start of project Cobalt and two configuration choices associated with it.

viking://user/formal/resources/.abstract.md

--- directory: viking://user/formal/resources/ generated_by: component: VikingFS.write_context trigger: context_write --- User-owned resource storage. Contains private documents and knowledge resources owned by the current User.

viking://resources/formal/m_c558d1541c4b9d0f/.abstract.md

--- directory: viking://resources/formal/m_c558d1541c4b9d0f/ source: kind: local uri: /app/.openviking/native/temp/upload/upload_0b5e9a45211f4fb991f17dfef4fd0b99.txt generated_by: component: SemanticProcessor trigger: resource_ingest freshness: total_entries: 1 sampled_entries: 1 unsampled_entries: 0 pending_child_changes: 0 --- This directory contains a brief project note about the start of project Larch and two selected identifiers: one for batch delivery and one for the initial retry policy.

viking://resources/formal/m_c558d1541c4b9d0f/m_c558d1541c4b9d0f.md

2026-08-01. Mara started project Larch. They chose BATCH-0-741 for batch delivery. The initial retry policy was RETRY-0-108.

viking://user/formal/memories/events/2026/08/22/budget_owner_unassigned.md

# Summary As of 2026-08-22, no budget owner had been appointed. # 2026-08-22 (Saturday) ChatLog: **user**: 2026-08-22. Mara reviewed Larch. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-0-907, superseding RETRY-0-108. No budget owner has been appointed.

viking://user/formal/memories/events/2026/08/22/cobalt_reviewed.md

# Summary On 2026-08-22, Ivo reviewed Cobalt. # 2026-08-22 (Saturday) ChatLog: **user**: 2026-08-22. Ivo reviewed Cobalt. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-1-907, superseding RETRY-1-108. No budget owner has been appointed.

viking://user/formal/memories/events/2026/08/01/project_cobalt_started.md

# Summary On 2026-08-01, Ivo started Project Cobalt. # 2026-08-01 (Saturday) ChatLog: **user**: 2026-08-01. Ivo started project Cobalt. They chose BATCH-1-741 for batch delivery. The initial retry policy was RETRY-1-108.

viking://user/formal/memories/events/2026/08/22/.overview.md

--- directory: viking://user/formal/memories/events/2026/08/22/ generated_by: component: MemoryUpdater trigger: memory_update freshness: total_entries: 8 sampled_entries: 8 unsampled_entries: 0 pending_child_changes: 0 --- # Events Overview - [As of 2026-08-22, no budget owner had been appointed.](./budget_owner_unassigned.md) - [On 2026-08-22, Ivo reviewed Cobalt.](./cobalt_reviewed.md) - [On 2026-08-22, the user directed that the delivery choice made on 2026-08-15 remain in effect.](./delivery_choice_kept.md) - [On 2026-08-22, the user reaffirmed that the delivery choice made on 2026-08-15 should remain in effect; the specific choice was not stated.](./delivery_choice_retained.md) - [Mara reviewed Larch on 2026-08-22.](./larch_reviewed.md) - [On 2026-08-22, the user specified that the recovery procedure validated on 2026-08-08 be used for the next outage.](./outage_procedure_selected.md) - [The recovery procedure was validated on 2026-08-08.](./procedure_validated.md) - [On 2026-08-22, retry policy RETRY-1-907 superseded RETRY-1-108.](./retry_policy_replaced.md)

viking://user/formal/memories/events/2026/08/01/.overview.md

--- directory: viking://user/formal/memories/events/2026/08/01/ generated_by: component: MemoryUpdater trigger: memory_update freshness: total_entries: 4 sampled_entries: 4 unsampled_entries: 0 pending_child_changes: 0 --- # Events Overview - [On 2026-08-01, Ivo chose BATCH-1-741 for batch delivery in Project Cobalt.](./batch_delivery_selected.md) - [Mara started project Larch on 2026-08-01, chose BATCH-0-741 for batch delivery, and set RETRY-0-108 as the initial retry policy.](./larch_project_started.md) - [On 2026-08-01, Ivo started Project Cobalt.](./project_cobalt_started.md) - [On 2026-08-01, Ivo set RETRY-1-108 as the initial retry policy for Project Cobalt.](./retry_policy_set.md)

viking://user/formal/memories/events/2026/08/01/batch_delivery_selected.md

# Summary On 2026-08-01, Ivo chose BATCH-1-741 for batch delivery in Project Cobalt. # 2026-08-01 (Saturday) ChatLog: **user**: 2026-08-01. Ivo started project Cobalt. They chose BATCH-1-741 for batch delivery. The initial retry policy was RETRY-1-108.

Original files · 3 source records

RAGFlow nightly

Complete answer · quotes bound
Semantic completeness: CompleteLiteral quote binding: All quotes bound

Review

Manual review against the frozen sources and cutoff: requested facts, subjects, event dates, approved versus tested changes, and unknown-owner handling are correct.

Saved output

Complete saved output · 76 characters
No budget owner had been appointed for Ivo’s Cobalt project as of August 22.
Returned citations · 1
ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:23

2026-08-22. Ivo reviewed Cobalt. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-1-907, superseding RETRY-1-108. No budget owner has been appointed.

Exact evidence supplied to the reader · 9 entries
ragflow:document:96a9bf446d8b48ada33eb033c4c8b9f1:chunk:564ca4cb2e88ef8e

2026-08-01. Ivo started project Cobalt. They chose BATCH-1-741 for batch delivery. The initial retry policy was RETRY-1-108.

ragflow:document:1b443da3a73f43e7afe42cd3d8d3142d:chunk:009b12b0d27c8199

2026-08-01. Mara started project Larch. They chose BATCH-0-741 for batch delivery. The initial retry policy was RETRY-0-108.

ragflow:document:94e70fdbaa2744e188d47078c65371eb:chunk:3699c4c2ca3ec657

2026-08-08. Ivo reported that BATCH-1-741 lost updates during GATE-1-519 outages. The team tested REPLAY-1-632, which restored the missing updates. No change of delivery mode was approved at this meeting.

ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:23

User Input: 2026-08-22. Ivo reviewed Cobalt. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-1-907, superseding RETRY-1-108. No budget owner has been appointed. Agent Response: Recorded.

ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:25

No budget owner had been appointed as of October 20, 2026.

ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:20

User Input: 2026-08-15. Ivo approved switching Cobalt from BATCH-1-741 to STREAM-1-286. This supersedes the August 1 delivery decision. The cause was the GATE-1-519 outages recorded on August 8; keep the successful recovery procedure from that incident. Agent Response: Recorded.

ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:14

User Input: 2026-08-22. Mara reviewed Larch. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-0-907, superseding RETRY-0-108. No budget owner has been appointed. Agent Response: Recorded.

ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:16

The delivery choice made on August 15, 2026, is to remain in force.

ragflow:memory:e84293c0415341ab8c66a5e1e2b20dc6:18

No budget owner has been appointed.

Original files · 3 source records

RAGFlow rc1

Complete answer · quotes bound
Semantic completeness: CompleteLiteral quote binding: All quotes bound

Review

All requested facts are correct for the subject and time in the question. Unknown-owner cases correctly state that no owner was appointed.

Saved output

Complete saved output · 76 characters
No budget owner had been appointed for Ivo’s Cobalt project as of August 22.
Returned citations · 1
ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:28

2026-08-22. Ivo reviewed Cobalt. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-1-907, superseding RETRY-1-108. No budget owner has been appointed.

Exact evidence supplied to the reader · 10 entries
ragflow:document:60c7b04dd9a54820b17be95530bb5bda:chunk:814df48295aa88f7

2026-08-01. Ivo started project Cobalt. They chose BATCH-1-741 for batch delivery. The initial retry policy was RETRY-1-108.

ragflow:document:1f8934b0b894451dbb5d157df1eeac46:chunk:91cba475d750a4e8

2026-08-01. Mara started project Larch. They chose BATCH-0-741 for batch delivery. The initial retry policy was RETRY-0-108.

ragflow:document:984a41009bde4f3d83d2447f0b92191b:chunk:e9c52ba58c534573

2026-08-08. Ivo reported that BATCH-1-741 lost updates during GATE-1-519 outages. The team tested REPLAY-1-632, which restored the missing updates. No change of delivery mode was approved at this meeting.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:30

No budget owner had been appointed as of 2026-10-16.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:28

User Input: 2026-08-22. Ivo reviewed Cobalt. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-1-907, superseding RETRY-1-108. No budget owner has been appointed. Agent Response: Recorded.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:32

On 2026-10-16, the user said to keep the delivery choice made on August 15, 2026.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:25

User Input: 2026-08-15. Ivo approved switching Cobalt from BATCH-1-741 to STREAM-1-286. This supersedes the August 1 delivery decision. The cause was the GATE-1-519 outages recorded on August 8; keep the successful recovery procedure from that incident. Agent Response: Recorded.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:21

No budget owner has been appointed.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:19

User Input: 2026-08-22. Mara reviewed Larch. Keep the August 15 delivery choice. For the next outage, use the recovery procedure validated on August 8. The retry policy is now RETRY-0-907, superseding RETRY-0-108. No budget owner has been appointed. Agent Response: Recorded.

ragflow:memory:a14659ca2f114db9b1b8c1707f3bbb35:23

The user instructed that the August 15 delivery choice be kept.

Original files · 3 source records

Protocol and expected facts

Original files, case ID, and interpretation limits

Case ID: post-memory-1-3

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