0.00 Reinforcement learning, explained with a minimum of math and jargon (www.understandingai.org)
192 points by JnBrymn 259 days ago | 12 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite AI Technology Neutral
Explains reinforcement learning in AI with minimal math and jargon.
EQ 0.50
SO 0.00
TD 0.50
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 21:03 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-07 21:03 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
The content discusses reinforcement learning in AI with minimal math and jargon, no explicit human rights discussion.
2026-03-07 21:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 20:54 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:54 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 20:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion
2026-03-07 10:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 10:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 10:40 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-07 10:40 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 10:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 10:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 10:35 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-07 10:35 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)