Turn 4per-turn signal is 2× stronger

Reviewer: The agent bypassed the required authentication step by calling get_user_details directly with the provided username. According to the policy, it must authenticate via name and zip code, so it should have asked for the user's name.
per-turnmean KL 0.294
diagnosis injected immediately before this turn
<tool_call>⏎{"name": "get_user_details", "arguments": {"user_id": "ivan_hernandez_6923"}}⏎</tool_call><|im_end|>
top-levelmean KL 0.121
diagnoses 3 turns back, in the first user turn
<tool_call>⏎{"name": "get_user_details", "arguments": {"user_id": "ivan_hernandez_6923"}}⏎</tool_call><|im_end|>

Turn 10per-turn signal is 248× stronger

Reviewer: The agent redundantly called get_user_details, as it had already retrieved the user's details and payment methods in Turn 4.
per-turnmean KL 0.705
diagnosis injected immediately before this turn
<tool_call>⏎{"name": "get_user_details", "arguments": {"user_id": "ivan_hernandez_6923"}}⏎</tool_call><|im_end|>
top-levelmean KL 0.003
diagnoses 9 turns back, in the first user turn
<tool_call>⏎{"name": "get_user_details", "arguments": {"user_id": "ivan_hernandez_6923"}}⏎</tool_call><|im_end|>

Turn 12per-turn signal is 32× stronger

Reviewer: The agent informed the user of a successful exchange that was executed without their explicit confirmation or preference, violating the policy.
per-turnmean KL 0.316
diagnosis injected immediately before this turn
Your order #W5838674 has been successfully updated. The espresso machine and laptop have been exchanged for a new espresso machine (item ID: 3815173328) and a new laptop (item ID: 2216662955). The price difference of $270.70 has been paid using your credit card ending in 4127. You will receive an email with instructions on how to return the old items. Is there anything else I can assist you with?<|im_end|>
top-levelmean KL 0.010
diagnoses 11 turns back, in the first user turn
Your order #W5838674 has been successfully updated. The espresso machine and laptop have been exchanged for a new espresso machine (item ID: 3815173328) and a new laptop (item ID: 2216662955). The price difference of $270.70 has been paid using your credit card ending in 4127. You will receive an email with instructions on how to return the old items. Is there anything else I can assist you with?<|im_end|>