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 Biotechnology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 health science
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
0.00 A genetically modified bacterium that outcompetes bacteria causing tooth decay (www.astralcodexten.com)
382 points by vwoolf 815 days ago | 150 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Biotechnology Neutral
Article discusses a genetically modified bacterium for tooth decay treatment
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-02-28 10:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on biotech product, neutral rights stance
2026-02-28 10:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
ED neutral science report
2026-02-28 10:02 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -