ND How Codex Is Built (newsletter.pragmaticengineer.com)
17 points by tosh 2 days ago | 4 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral article about Codex, no major threats or trust issues found.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 29 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-09 01:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 01:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 01:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 01:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-09 01:36 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-09 01:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 01:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 01:35 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 01:35 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 01:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 01:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Codex, no explicit human rights discussion
2026-03-09 01:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 00:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 00:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-09 00:30 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-09 00:26 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 00:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 00:26 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 00:26 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 00:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 00:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Codex, no explicit human rights discussion
2026-03-09 00:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 23:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 23:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-08 23:08 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 23:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 23:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-08 23:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 23:03 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 23:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 23:02 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 23:02 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 23:00 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 23:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Codex, no explicit human rights discussion
2026-03-08 21:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-08 21:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 21:49 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 21:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about Codex, no explicit human rights discussion
2026-03-08 21:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-08 20:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-08 20:19 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-08 20:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article about Codex, no explicit human rights discussion
2026-03-08 20:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion