Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.40 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 1.00 0.60 Technology Media
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.60 Mild negative 0.80 0.60 AI news
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 replaces news headlines in the "10 blue links" with AI versions (www.techbuzz.ai)
4 points by timpera 10 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
Google replaces news headlines with AI versions.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1 HN snapshots · 8 evals
+1 0 −1 HN
Audit Trail 20 entries
2026-03-21 01:30 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-21 01:30 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-21 01:25 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-21 01:25 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about Google's AI news headlines, no explicit rights discussion
2026-03-21 01:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-21 00:39 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-21 00:39 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-21 00:38 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-21 00:38 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical article about Google's AI news headlines, no explicit rights discussion
2026-03-21 00:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-21 00:29 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-21 00:29 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-21 00:26 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-21 00:26 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative)
reasoning
Tech news with neutral rights stance
2026-03-21 00:26 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-20 23:28 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-20 23:28 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative)
2026-03-20 23:28 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-20 23:28 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Technical article about Google's AI news headlines, no explicit rights discussion
2026-03-20 23:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -