Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.70 -0.21 Moderate positive 0.90 0.80 Internet Freedom
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
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
+0.70 Why we appealed Italy's "Piracy Shield" fine (blog.cloudflare.com)
14 points by ChrisArchitect 8 days ago | 3 comments on HN | Moderate positive ~lite vlite-1.6
Summary ~lite Internet Freedom Champions
Cloudflare appeals Italy's 'Piracy Shield' fine, citing human rights and internet openness concerns
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 5 HN snapshots · 11 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-03-18 03:32 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-18 03:32 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Cloudflare blog post on appealing Italy's 'Piracy Shield' fine, discussing human rights and internet openness
2026-03-18 02:26 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-18 02:26 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 02:17 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-18 02:17 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Cloudflare blog post on appealing Italy's 'Piracy Shield' fine, discussing human rights and internet openness
2026-03-18 00:42 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-18 00:42 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-18 00:39 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-18 00:39 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Cloudflare blog post on appealing Italy's 'Piracy Shield' fine, discussing human rights and internet openness
2026-03-17 23:04 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-17 23:04 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-17 22:58 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 22:58 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Cloudflare blog post on appealing Italy's 'Piracy Shield' fine, discussing human rights and internet openness
2026-03-17 21:51 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-17 21:51 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-17 21:46 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 21:46 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive) 0.00
reasoning
Cloudflare blog post on appealing Italy's 'Piracy Shield' fine, discussing human rights and internet openness
2026-03-17 20:40 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-17 20:40 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral)
2026-03-17 20:39 eval_success Lite evaluated: Moderate positive (0.34) - -
2026-03-17 20:39 eval Evaluated by llama-4-scout-wai: +0.34 (Moderate positive)
reasoning
Cloudflare blog post on appealing Italy's 'Piracy Shield' fine, discussing human rights and internet openness