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 — 0.60 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 ND Moderate positive 0.80 0.00 Digital Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Free Speech Tech
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-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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 California's AB 1043 Could Regulate Every Linux Command (shujisado.org)
6 points by Brajeshwar 3 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses California's AB 1043 and its potential impact on the open-source world.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 3 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-03-05 07:04 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-05 07:04 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-05 06:58 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 06:58 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-02 21:20 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 21:20 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
ED critical of restrictive policy
2026-03-02 21:19 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 21:19 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discussing California's AB 1043 regulation
2026-03-02 21:14 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 21:14 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discussing California's AB 1043 regulation
2026-03-02 20:34 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 20:34 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
ED critical of restrictive policy
2026-03-02 20:22 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 20:22 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discussing California's AB 1043 regulation
2026-03-02 19:48 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 19:48 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
ED critical of restrictive policy
2026-03-02 19:45 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 19:45 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discussing California's AB 1043 regulation
2026-03-02 19:04 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 19:04 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
ED critical of restrictive policy
2026-03-02 19:00 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 19:00 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discussing California's AB 1043 regulation
2026-03-02 19:00 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 19:00 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive)
reasoning
ED critical of restrictive policy