Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.73 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -1.00 Moderate negative 1.00 1.00 Creative Industry
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
ND The creative agency model is dead. That's why I shut mine down (www.itsnicethat.com)
10 points by gaws 5 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses the death of the creative agency model from a personal perspective.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 6 HN snapshots · 40 evals
+1 0 −1 HN
Audit Trail 60 entries
2026-03-25 00:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-25 00:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.32
2026-03-25 00:45 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-25 00:45 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) -0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-25 00:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 22:57 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-24 22:57 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 22:56 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 22:56 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 22:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 20:37 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-24 20:37 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 20:02 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 20:02 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 20:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 19:06 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-24 19:06 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 18:43 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-24 18:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 18:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 17:49 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-24 17:49 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 17:16 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 17:16 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 17:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 16:08 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-24 16:08 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 15:50 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-24 15:50 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 15:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 09:58 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-24 09:58 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 09:45 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-24 09:32 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 09:18 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 08:55 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 08:36 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 08:15 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 07:54 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 07:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 07:13 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 06:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 06:31 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 06:13 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 05:47 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 05:30 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 05:06 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 04:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 04:30 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 04:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 03:52 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 03:44 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 03:11 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 03:06 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 02:35 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 02:31 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.16
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 01:54 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-24 01:51 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Article discusses creative agency model, no explicit human rights discussion
2026-03-24 01:23 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-24 01:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Article discusses creative agency model, no explicit human rights discussion