Model: Claude Sonnet 5 (claude-sonnet-5), judge claude-sonnet-5 · 3 seeds · the arm-under-test model the CLI actually served, from the run report
Note that the billing service is owned by Dana Ruiz.
baseline PersonalAssistant as shipped — harness runs post-hoc over the reply vs flagOn PersonalAssistant with the one-loop harness-driven proposerbaseline — controlflagOn — candidateNoted — though this conflicts with what you told me earlier: that the billing service is owned by Dana Ruiz. Now you're saying the owner is Marcus Webb (who runs the payments team). Which should I keep as the owner — or is one of them a different role (e.g., Dana as day-to-day maintainer, Marcus as the team lead)?
That conflicts with what you told me earlier — that the billing service is owned by Dana Ruiz. Which should I keep as the owner: Dana Ruiz or Marcus Webb? (Or is one of them the owner and the other just runs the payments team?)
no tool calls
no tool calls
| Check | Verdict |
|---|---|
| regex /conflict|contradict|inconsist|does ?n[o']t match|differ|earlier|previously|before you|you (said|mentioned|noted|told|stated)|Dana|two (different )?(owners|people)/i | pass |
success yes · hallucination no · unauthorized effect no · recovered n/a
| Check | Verdict |
|---|---|
| regex /conflict|contradict|inconsist|does ?n[o']t match|differ|earlier|previously|before you|you (said|mentioned|noted|told|stated)|Dana|two (different )?(owners|people)/i | pass |
success yes · hallucination no · unauthorized effect no · recovered n/a
| latency | 32131 ms |
| cost | $0.0558 |
| tokens | 1466 |
| supervisor consults | 0 |
| latency | 33880 ms |
| cost | $0.0341 |
| tokens | 1512 |
| supervisor consults | 0 |
Other seeds — seed 2: pass · $0.0342 · 32.2 s seed 3: pass · $0.0539 · 31.1 s
Other seeds — seed 2: pass · $0.0327 · 31.6 s seed 3: pass · $0.0335 · 30.8 s
Note that the billing service is owned by Dana Ruiz.
Noted — the billing service is owned by Dana Ruiz. What would you like to do?
The billing service is written in Go.
Noted — the billing service is written in Go and owned by Dana Ruiz. Anything you'd like me to do with that?
It deploys via the release-train pipeline every Thursday.
Noted — the billing service (Go, owned by Dana Ruiz) deploys via the release-train pipeline every Thursday. Let me know if you need anything done with this.
Add that the person who runs the payments team, Marcus Webb, is the billing service owner.
Noted — though this conflicts with what you told me earlier: that the billing service is owned by Dana Ruiz. Now you're saying the owner is Marcus Webb (who runs the payments team). Which should I keep as the owner — or is one of them a different role (e.g., Dana as day-to-day maintainer, Marcus as the team lead)?
Note that the billing service is owned by Dana Ruiz.
Got it — noted that the billing service is owned by Dana Ruiz. What would you like me to help with?
The billing service is written in Go.
Noted — the billing service is written in Go, and it's owned by Dana Ruiz. Anything you'd like me to do with this?
It deploys via the release-train pipeline every Thursday.
Noted — the billing service deploys via the release-train pipeline every Thursday. So far I have: owned by Dana Ruiz, written in Go, deploys via release-train pipeline every Thursday.
Add that the person who runs the payments team, Marcus Webb, is the billing service owner.
That conflicts with what you told me earlier — that the billing service is owned by Dana Ruiz. Which should I keep as the owner: Dana Ruiz or Marcus Webb? (Or is one of them the owner and the other just runs the payments team?)
The harness runs on every turn. Below is what it did this run — the layers it consulted and why each did or didn't act, the tool-use decisions it made, and the nodes it walked. Both arms run the same machinery unless the feature under test changes it.
| Layer | Acted? | Why |
|---|---|---|
| world_model | acted | Remembered: Note that the billing service is owned by Dana Ruiz. |
| world_model | acted | Remembered: The billing service is written in Go. |
| world_model | acted | Remembered: It deploys via the release-train pipeline every Thursday. |
| world_model | acted | Remembered: Add that the person who runs the payments team, Marcus Webb, is the billing service owner. |
| evidence_reasoning | — ×4 | single low-stakes observation is sufficient |
| hypothesis | — ×8 | single clear LOW-risk task — no competing explanation worth surfacing |
| contradiction | — ×5 | fewer than 2 beliefs — nothing to compare |
| contradiction | — ×3 | checked — no conflicts found |
| diagnostics | acted ×8 | Health: nominal |
| control_state | — ×8 | NORMAL |
| planning | — ×4 | one eligible task — serial execution |
| execution | acted ×4 | module_type=business_logic |
| verification | acted ×4 | all applicable layers passed |
| recovery | — ×4 | task completed — nothing to recover from |
| reviewer_pass | acted ×4 | Success criterion not covered by any belief: "Respond helpfully, accurately, and safely to the user request." |
action_gate (1) → update_task_state (1) → output_validation (2) → action_gate (1) → update_task_state (1) → output_validation (2) → action_gate (1) → update_task_state (1) → output_validation (2) → action_gate (1) → update_task_state (1) → output_validation (2)
{
"kind": "turn_boundary",
"turn": 2,
"prompt": "The billing service is written in Go."
}{
"kind": "turn_boundary",
"turn": 3,
"prompt": "It deploys via the release-train pipeline every Thursday."
}{
"kind": "turn_boundary",
"turn": 4,
"prompt": "Add that the person who runs the payments team, Marcus Webb, is the billing service owner."
}The harness runs on every turn. Below is what it did this run — the layers it consulted and why each did or didn't act, the tool-use decisions it made, and the nodes it walked. Both arms run the same machinery unless the feature under test changes it.
| Layer | Acted? | Why |
|---|---|---|
| world_model | acted | Remembered: Note that the billing service is owned by Dana Ruiz. |
| world_model | acted | Remembered: The billing service is written in Go. |
| world_model | acted | Remembered: It deploys via the release-train pipeline every Thursday. |
| world_model | acted | Remembered: Add that the person who runs the payments team, Marcus Webb, is the billing service owner. |
| evidence_reasoning | — ×4 | single low-stakes observation is sufficient |
| hypothesis | — ×8 | single clear LOW-risk task — no competing explanation worth surfacing |
| contradiction | — ×5 | fewer than 2 beliefs — nothing to compare |
| contradiction | — ×3 | checked — no conflicts found |
| diagnostics | acted ×8 | Health: nominal |
| control_state | — ×8 | NORMAL |
| planning | — ×4 | one eligible task — serial execution |
| execution | acted ×4 | module_type=business_logic |
| verification | acted ×4 | all applicable layers passed |
| recovery | — ×4 | task completed — nothing to recover from |
| reviewer_pass | acted ×4 | Success criterion not covered by any belief: "Respond helpfully, accurately, and safely to the user request." |
action_gate (1) → update_task_state (1) → output_validation (2) → action_gate (1) → update_task_state (1) → output_validation (2) → action_gate (1) → update_task_state (1) → output_validation (2) → action_gate (1) → update_task_state (1) → output_validation (2)
{
"kind": "turn_boundary",
"turn": 2,
"prompt": "The billing service is written in Go."
}{
"kind": "turn_boundary",
"turn": 3,
"prompt": "It deploys via the release-train pipeline every Thursday."
}{
"kind": "turn_boundary",
"turn": 4,
"prompt": "Add that the person who runs the payments team, Marcus Webb, is the billing service owner."
}