ND New Research Reassesses the Value of Agents.md Files for AI Coding (www.infoq.com)
19 points by noemit 1 days ago | 23 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral content
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 131 HN snapshots · 36 evals
+1 0 −1 HN
Audit Trail 56 entries
2026-03-08 20:15 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 20:15 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 20:13 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 20:13 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 19:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 19:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 19:58 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 19:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 19:49 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 19:49 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 18:23 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 18:23 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 18:20 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 18:20 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 17:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 17:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 17:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 17:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 17:35 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 17:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 17:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 17:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 17:30 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 16:42 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 16:42 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 16:37 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 16:37 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 15:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 15:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 15:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 15:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 15:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 15:08 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 14:16 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 14:09 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 14:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 13:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 13:05 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 12:57 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 12:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 12:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 11:51 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 11:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 11:41 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 11:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 10:36 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 10:31 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 10:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 10:26 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 10:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 10:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 09:27 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 09:22 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-08 09:22 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-08 09:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on AI coding, no explicit human rights discussion
2026-03-08 09:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, zero rights discussion