Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Health research
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Scientific Research
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
0.00 Fentanyl makeover: Core structural redesign could lead to safer pain medications (www.scripps.edu)
77 points by littlexsparkee 1 days ago | 91 comments on HN | Neutral ~lite vlight-1.4
Summary ~lite Health research Neutral
Science news report
EQ 0.50
SO 0.50
TD 0.50
Light evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 54 entries
2026-02-28 07:37 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 07:37 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:22 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 07:22 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:47 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:47 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 06:13 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 06:13 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:46 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:46 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:36 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:36 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 05:27 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:27 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.20
2026-02-28 05:08 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:08 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:45 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:39 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:31 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:26 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 04:26 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 04:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:57 eval Evaluated by deepseek-v3.2: +0.58 (Moderate positive) 10,147 tokens +0.26
2026-02-28 03:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:48 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 03:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 03:31 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 03:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:01 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 02:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:33 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 02:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:32 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 00:55 eval Evaluated by deepseek-v3.2: +0.32 (Moderate positive) 9,784 tokens
2026-02-28 00:53 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
2026-02-28 00:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)