This log statement only pollutes our logs with nothing useful (see example below).
We should generally rework logging in the query class a bit so we get some more useful stats on queries being made.
We should also set it to log level DEBUG.
https://github.com/moritz-baumgart/AI4Science/blob/970fe7e5b6a1d005efd38dadc897ab518531389e/treesearch/llm/query.py#L85
Example output
[01/08/26 21:28:20] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:22] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:23] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:24] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:26] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:29] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:31] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:33] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:36] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:38] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:39] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:41] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:43] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:28:44] INFO Scored node: 64.28571428571429% (9/14), buggy: True minimal_agent.py:588
INFO Treesearch iteration 3/20 search.py:95
INFO Selecting best buggy node for debugging... search.py:74
INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:09] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:11] INFO Proceeding with detailed scoring minimal_agent.py:524
INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:12] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:14] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:15] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:16] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:18] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:20] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:23] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:24] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:26] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:29] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:31] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:32] INFO Using model: gpt-5.1 query.py:85
[01/08/26 21:29:34] INFO Using model: gpt-5.1
This log statement only pollutes our logs with nothing useful (see example below).
We should generally rework logging in the query class a bit so we get some more useful stats on queries being made.
We should also set it to log level DEBUG.
https://github.com/moritz-baumgart/AI4Science/blob/970fe7e5b6a1d005efd38dadc897ab518531389e/treesearch/llm/query.py#L85
Example output
[01/08/26 21:28:20] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:22] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:23] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:24] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:26] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:29] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:31] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:33] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:36] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:38] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:39] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:41] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:43] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:28:44] INFO Scored node: 64.28571428571429% (9/14), buggy: True minimal_agent.py:588 INFO Treesearch iteration 3/20 search.py:95 INFO Selecting best buggy node for debugging... search.py:74 INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:09] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:11] INFO Proceeding with detailed scoring minimal_agent.py:524 INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:12] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:14] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:15] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:16] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:18] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:20] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:23] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:24] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:26] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:29] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:31] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:32] INFO Using model: gpt-5.1 query.py:85 [01/08/26 21:29:34] INFO Using model: gpt-5.1