0.00 Ways to think about machine learning (www.ben-evans.com)
309 points by anastalaz 2821 days ago | 70 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite technology AI Neutral
A blog post discussing ways to think about machine learning.
EQ 0.50
SO 0.00
TD 0.33
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-07 22:01 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-07 22:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
tech blog post, no explicit rights discussion, neutral editorial stance
2026-03-07 22:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 21:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 21:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post on machine learning
2026-03-07 21:56 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 01:42 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 01:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 01:40 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-07 01:40 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)