0.00 Namespacing Variants in ML (keleshev.com)
59 points by halst 3990 days ago | 5 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Computer Science Neutral
Technical blog post on namespacing variants in ML programming
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-03-07 22:17 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-07 22:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Technical blog post on ML programming, no human rights discussion
2026-03-07 22:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 22:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 22:10 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 22:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical ML discussion
2026-03-06 05:02 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-06 05:02 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 05:01 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 05:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) -0.04
2026-03-06 04:57 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-06 04:57 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-06 04:56 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 04:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)