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Graded 21 October 2026

Can Dot find a complained-about exchange from rough time and account?

Dot can find a complained-about exchange from a rough time and the member who asked it, then open it for inspection. It locates the chat in History by user and time, narrows it with a membership search, and shows the question and reply.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above is based on this test case.

Find a complained-about exchangePassEvidence
What we sent

“What membership tier is Alice Prosser on?”

What the tool returned

I can't determine Alice Prosser's membership tier: the connected customer data has no membership-tier field. I've flagged the missing data for review.

Transcribed from Proof 1 · Screen recording at 0:32

Expected vs. Found
✓Expected: The specific exchange can be found and opened, with the question asked and the response shown.Found: Located from the member and rough time; the search returns 2 chats and the user column picks the right one, then it opens to show the question, reply, and logs.
Supporting proof
Proof 1Screen recording
Screen recording: the chat, the admin search, and the opened logs
Key moments
Open original ↗
Why this result

It passes because the case needs a complaint-style exchange found from rough time and who asked it, and the product finds the chat in History, narrows it by search, and opens it with the question and reply.

Also observed in this test case

Full chat access. The admin can open another workspace member's chat in full, including the reasoning log, without signing in as that member.

Issue marker. Dot marks the chat as an issue in History, helping surface complaint candidates.

Tested by Anchal Rana · evidence dated 20 October 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
Dot
Build or version
Dot web app, build b8c4cff64 (20 Oct 2026, 18:14) — shown in the account menu at 18:33 and 18:43 IST (recorded frames) and again at 22:31 IST
Plan or tier
Free
Surface
Web app
Set up before the run
Two accounts in the same Free workspace were used: one member complained about a membership answer around 18:40 IST; about 10 minutes later the admin searched History and opened its full contents without signing in as that member.
Energy mode
Balanced
Tested
20 October 2026 · Anchal Rana

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the test case's result says which one and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the test case's result says what's missing.

Where this sits in the benchmark

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History of this result

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from the publication record
2 November 2026First publishedAI Database Agents v1

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This matches what I see

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We have fixed this

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Vendor notice →
Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/ai-database-agents/results/dot/find-reported-bad-answer · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-21

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Verify the proof files

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File fingerprints (SHA-256)

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Proof 1 · Screen recordingfeb0a14d76ec87a05bdd6f22f21de3ea65261eab0bbae5548b60a22effc89e96