ND An AI skeptic's case for recursive self-improvement (hardlyworking1.substack.com)
5 points by paulpauper 6 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
Evaluated a skeptical AI self-improvement article for psychoemotional safety.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 28 HN snapshots · 24 evals
+1 0 −1 HN
Audit Trail 44 entries
2026-03-16 19:26 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-16 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-16 18:54 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-16 18:54 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-16 18:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 17:49 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-16 17:49 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-16 17:37 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-16 17:37 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-16 17:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 05:30 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-16 05:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-16 05:29 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-16 05:29 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-16 05:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 04:50 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-16 04:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-16 04:50 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-16 04:50 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-16 04:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 03:34 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 03:34 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 03:32 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-15 03:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-15 03:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 02:36 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 02:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 02:32 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-15 02:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-15 02:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-15 01:59 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-15 01:59 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 01:55 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-15 01:55 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-15 01:22 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 01:20 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-15 00:53 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-15 00:51 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-15 00:23 eval Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative)
2026-03-15 00:19 eval Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
reasoning
Technical AI discussion
2026-03-14 23:58 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-14 23:56 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical article on AI, no explicit human rights discussion
2026-03-14 23:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-14 23:18 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
Technical article on AI, no explicit human rights discussion