Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.20 -0.20 Neutral 0.80 0.28 Advertising Privacy
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
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
+0.20 Hisense TVs add unskippable startup ads before live TV (www.guru3d.com)
124 points by akyuu 3 days ago | 152 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Advertising Privacy Acknowledges
Hisense VIDAA TVs add unskippable startup ads before live TV, sparking user backlash
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 40 HN snapshots · 32 evals
+1 0 −1 HN
Audit Trail 52 entries
2026-03-11 13:47 eval_skip Content gate: bot_protection - -
2026-03-11 13:32 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-11 13:32 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-11 04:18 eval_success PSQ evaluated: g-PSQ=-0.491 (3 dims) - -
2026-03-11 04:18 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-11 04:11 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-11 04:11 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-11 03:03 eval_success PSQ evaluated: g-PSQ=-0.491 (3 dims) - -
2026-03-11 03:03 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-11 02:48 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-11 02:48 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) +0.16
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-11 01:53 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-11 01:20 eval_success PSQ evaluated: g-PSQ=-0.491 (3 dims) - -
2026-03-11 01:20 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-11 01:12 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-11 01:12 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 23:48 eval_success PSQ evaluated: g-PSQ=-0.491 (3 dims) - -
2026-03-10 23:48 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-10 23:31 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-10 23:31 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 22:06 eval_success PSQ evaluated: g-PSQ=-0.491 (3 dims) - -
2026-03-10 22:06 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-10 21:56 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-10 21:56 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 21:02 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-10 21:02 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 20:35 eval_success PSQ evaluated: g-PSQ=-0.491 (3 dims) - -
2026-03-10 20:35 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) +0.01
2026-03-10 20:27 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-10 20:27 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 18:57 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-10 18:34 eval_success PSQ evaluated: g-PSQ=-0.499 (3 dims) - -
2026-03-10 18:34 eval Evaluated by llama-4-scout-wai-psq: -0.50 (Moderate negative) 0.00
2026-03-10 18:25 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-10 18:25 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 18:06 eval_success PSQ evaluated: g-PSQ=-0.499 (3 dims) - -
2026-03-10 18:06 eval Evaluated by llama-4-scout-wai-psq: -0.50 (Moderate negative) 0.00
2026-03-10 18:04 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 17:36 eval Evaluated by llama-4-scout-wai-psq: -0.50 (Moderate negative) 0.00
2026-03-10 17:32 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 16:59 eval Evaluated by llama-4-scout-wai-psq: -0.50 (Moderate negative) -0.01
2026-03-10 16:57 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 16:21 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-10 16:16 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 15:46 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-10 15:42 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative) -0.16
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 15:16 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-10 15:07 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 14:41 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative) 0.00
2026-03-10 14:29 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) +0.16
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators
2026-03-10 14:01 eval Evaluated by llama-4-scout-wai-psq: -0.49 (Moderate negative)
2026-03-10 13:53 eval Evaluated by llama-4-scout-wai: -0.12 (Mild negative)
reasoning
Editorial stance on Hisense TVs adding unskippable ads, transparency indicators