Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 0.80 0.60 Business Technology
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 AI regulation
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
0.00 Amazon wins court order to block Perplexity's AI shopping agent (www.cnbc.com)
28 points by SilverElfin 4 days ago | 9 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Business Technology Neutral
Amazon wins court order against Perplexity's AI shopping agent
EQ 0.50
SO 0.20
TD 0.10
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 72 HN snapshots · 36 evals
+1 0 −1 HN
Audit Trail 56 entries
2026-03-11 16:09 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 16:09 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 16:09 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 15:01 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-11 15:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 14:42 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 14:42 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 14:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 13:45 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-11 13:45 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 13:27 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 13:27 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 13:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 05:07 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 05:07 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 05:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 04:00 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-11 04:00 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 03:34 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 03:34 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 03:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 02:38 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-11 02:38 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 02:18 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 02:18 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 02:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 01:51 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-11 01:51 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 01:37 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 01:37 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 01:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 01:01 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-11 01:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-11 00:48 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-11 00:29 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-11 00:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
PR, neutral, low transparency
2026-03-10 23:14 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 22:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 22:38 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 22:29 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 22:20 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 22:11 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 21:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 21:36 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 21:25 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 21:18 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 21:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 20:55 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 20:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 20:21 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 20:05 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 20:04 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 19:46 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-10 19:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about a court order, no explicit rights discussion
2026-03-10 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-10 19:25 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Technical article about a court order, no explicit rights discussion