Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 right to repair
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Right to Repair
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
+0.10 Massachusetts voters pass right-to-repair expansion opening up car data (www.engadget.com)
492 points by teruakohatu 1944 days ago | 89 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite right to repair Acknowledges
Massachusetts voters expand right
EQ 0.60
SO 0.40
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-02-28 12:04 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 12:04 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 12:04 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) -0.10
reasoning
ED balanced tech reporting
2026-02-28 12:04 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:59 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:59 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 11:59 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
ED balanced tech reporting
2026-02-28 11:54 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 11:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:54 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial on right-to-repair and car data access
2026-02-26 06:56 dlq Dead-lettered after 1 attempts: Massachusetts voters pass right-to-repair expansion opening up car data - -
2026-02-26 06:53 dlq Dead-lettered after 1 attempts: Massachusetts voters pass right-to-repair expansion opening up car data - -
2026-02-26 06:52 dlq Dead-lettered after 1 attempts: Massachusetts voters pass right-to-repair expansion opening up car data - -
2026-02-26 06:51 dlq Dead-lettered after 1 attempts: Massachusetts voters pass right-to-repair expansion opening up car data - -
2026-02-26 06:44 credit_exhausted Credit balance too low, retrying in 347s - -
2026-02-26 06:43 credit_exhausted Credit balance too low, retrying in 289s - -
2026-02-26 06:43 credit_exhausted Credit balance too low, retrying in 245s - -
2026-02-26 06:40 credit_exhausted Credit balance too low, retrying in 333s - -
2026-02-26 06:38 credit_exhausted Credit balance too low, retrying in 309s - -
2026-02-26 06:38 credit_exhausted Credit balance too low, retrying in 283s - -
2026-02-26 06:37 credit_exhausted Credit balance too low, retrying in 355s - -
2026-02-26 06:35 credit_exhausted Credit balance too low, retrying in 281s - -
2026-02-26 06:06 dlq Dead-lettered after 1 attempts: Massachusetts voters pass right-to-repair expansion opening up car data - -