0.00 What Claude Code Chooses (amplifying.ai)
588 points by tin7in 1 days ago | 222 comments on HN | Neutral ~lite vlight-1.4
Summary ~lite Technology AI Neutral
A technical study on Claude Code's tool preferences
EQ 0.50
SO 0.10
TD 0.20
Light evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Audit Trail 50 entries
2026-02-28 05:59 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:59 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 05:48 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 05:48 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 04:59 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:59 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:59 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 04:58 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:45 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:15 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:08 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:07 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:56 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 03:56 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 03:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:49 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 03:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:47 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 03:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:47 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 03:44 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 03:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:39 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 03:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:15 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 03:15 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 03:15 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 00:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 00:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)