home / www.newscientist.com / item 8331474
Model Comparison
Model Editorial Structural Class Conf SETL Theme @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Health Science @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Health rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
Summary ~lite Health Science Neutral
Article reports on health study without rights implications.
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal
· 2 evals
+1 0 −1 HN
Audit Trail
19 entries all eval pipeline all models llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-02-28 13:19 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 13:19 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 13:19
eval
Evaluated by llama-4-scout-wai : 0.00 (Neutral) reasoning ED neutral health science reporting
2026-02-28 13:15 eval_success Lite evaluated: Neutral (0.00) - - 2026-02-28 13:15 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 13:15
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) reasoning News article on health
2026-02-26 06:55 dlq Dead-lettered after 1 attempts: Artificial sweeteners linked to glucose intolerance - - 2026-02-26 06:44 credit_exhausted Credit balance too low, retrying in 328s - - 2026-02-26 06:39 credit_exhausted Credit balance too low, retrying in 259s - - 2026-02-26 06:12 dlq Dead-lettered after 1 attempts: Artificial sweeteners linked to glucose intolerance - - 2026-02-26 06:07 dlq Dead-lettered after 1 attempts: Artificial sweeteners linked to glucose intolerance - - 2026-02-26 06:00 credit_exhausted Credit balance too low, retrying in 348s - - 2026-02-26 05:54 credit_exhausted Credit balance too low, retrying in 303s - - 2026-02-26 05:45 dlq Dead-lettered after 1 attempts: Artificial sweeteners linked to glucose intolerance - - 2026-02-26 05:41 dlq Dead-lettered after 1 attempts: Artificial sweeteners linked to glucose intolerance - - 2026-02-26 05:41 dlq Dead-lettered after 1 attempts: Artificial sweeteners linked to glucose intolerance - - 2026-02-26 05:32 credit_exhausted Credit balance too low, retrying in 349s - - 2026-02-26 05:30 credit_exhausted Credit balance too low, retrying in 293s - - 2026-02-26 05:28 credit_exhausted Credit balance too low, retrying in 360s - -