ND The 12" chef knife, a humble plea (kellykozakandjoshdonald.substack.com)
10 points by surprisetalk 10 days ago | 23 comments on HN ~lite vlite-2.0
Summary ~lite
A personal essay about a chef's knife, promoting positivity and optimism.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 8 HN snapshots · 6 evals
+1 0 −1 HN
Audit Trail 15 entries
2026-03-20 19:13 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 19:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 18:56 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-20 18:56 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content is a Substack article about a chef knife with no explicit rights discussion.
2026-03-20 18:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:01 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 17:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 16:38 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-20 16:38 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content is a Substack article about a chef knife with no explicit rights discussion.
2026-03-20 16:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 13:47 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 13:47 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-20 13:46 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-20 13:46 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
The content is a Substack article about a chef knife with no explicit rights discussion.
2026-03-20 13:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -