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 — 0.70 — —
@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
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Artificial sweeteners linked to glucose intolerance (www.newscientist.com)
412 points by bensedat 4200 days ago | 180 comments on HN ~lite vlite-2.0
Summary ~lite
Scientific article discusses link between artificial sweeteners and glucose intolerance.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-03-05 22:22 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 22:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 22:15 eval_success PSQ evaluated: g-PSQ=0.354 (3 dims) - -
2026-03-05 22:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.35 (Moderate positive)
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 - -