Model Comparison
Model Editorial Structural Class Conf SETL Theme
@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 — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.10 Mild positive 0.80 0.14 Media Accountability
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.16 Moderate positive 0.80 0.31 Media Ethics
Section @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 @cf/meta/llama-4-scout-17b-16e-instruct 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 Telegraph censured for story of fictional family's struggle to pay school fees (www.theguardian.com)
7 points by tshanmu 1 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses Telegraph being censured for fabricated story.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 5 HN snapshots · 8 evals
+1 0 −1 HN
Audit Trail 18 entries
2026-03-05 05:58 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 05:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-05 05:53 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 05:53 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 05:44 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-05 05:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-03 23:05 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-03 23:05 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
News article censuring Telegraph
2026-03-03 23:01 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 23:01 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
The article discusses a media outlet being censured, touching on press regulation and media ethics.
2026-03-03 23:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 22:34 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-03 22:34 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
News article censuring Telegraph
2026-03-03 22:30 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 22:30 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
The article discusses a media outlet being censured, touching on press regulation and media ethics.
2026-03-03 22:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-03 22:30 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-03 22:29 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive)
reasoning
News article censuring Telegraph