Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.17 Moderate positive 0.90 0.30 Media and Journalism
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.67 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.57 Moderate positive 0.80 -0.46 Media Freedom
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
ND Google Search is now using AI to replace headlines (www.theverge.com)
78 points by imartin2k 10 days ago | 15 comments on HN ~lite vlite-2.0
Summary ~lite
Google's AI-generated headlines in search results raise concerns about trust and credibility.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 141 HN snapshots · 54 evals
+1 0 −1 HN
Audit Trail 74 entries
2026-03-22 02:31 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-22 02:31 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-22 02:15 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-22 02:15 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-22 00:56 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-22 00:56 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-22 00:53 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-22 00:53 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 23:45 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 23:45 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 23:31 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 23:31 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 22:31 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 22:31 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 22:11 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 22:11 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 20:45 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 20:45 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 20:28 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 20:28 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 09:23 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-21 07:57 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 07:57 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 07:47 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 07:47 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 07:15 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 07:15 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 07:09 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 07:09 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 06:35 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 06:35 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 06:33 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 06:33 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 05:56 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 05:56 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 05:54 eval_success Lite evaluated: Moderate positive (0.31) - -
2026-03-21 05:54 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 05:09 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-21 05:09 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.16
2026-03-21 04:45 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 04:31 eval Evaluated by llama-4-scout-wai-psq: +0.33 (Moderate positive) +0.16
2026-03-21 04:09 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 03:50 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 03:30 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 03:12 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-21 02:53 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 02:34 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.16
2026-03-21 02:16 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 01:55 eval Evaluated by llama-4-scout-wai-psq: +0.33 (Moderate positive) 0.00
2026-03-21 01:36 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 00:51 eval Evaluated by llama-4-scout-wai-psq: +0.33 (Moderate positive) 0.00
2026-03-21 00:44 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-21 00:23 eval Evaluated by llama-3.3-70b-wai-psq: -0.19 (Mild negative)
2026-03-21 00:20 eval Evaluated by llama-3.3-70b-wai: +0.35 (Moderate positive)
reasoning
Tech news with implicit rights concern
2026-03-20 23:55 eval Evaluated by llama-4-scout-wai-psq: +0.33 (Moderate positive) +0.16
2026-03-20 23:41 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 23:10 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-20 23:01 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 21:57 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-20 21:46 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 21:20 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-20 21:08 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 20:43 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-20 20:33 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 20:05 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-20 19:58 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 19:28 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) -0.16
2026-03-20 19:23 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 18:18 eval Evaluated by llama-4-scout-wai-psq: +0.33 (Moderate positive) +0.16
2026-03-20 18:12 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 17:27 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive) 0.00
2026-03-20 17:21 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive) 0.00
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators
2026-03-20 16:10 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive)
2026-03-20 16:08 eval Evaluated by llama-4-scout-wai: +0.31 (Moderate positive)
reasoning
Editorial stance on Google's AI-generated headlines, transparency indicators