Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.80 0.28 AI and copyright
@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 — 0.83 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.20 Mild positive 0.80 0.49 Copyright Law
Section @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 @cf/meta/llama-4-scout-17b-16e-instruct lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
+0.20 GNU and the AI Reimplementations (antirez.com)
12 points by surprisetalk 2 days ago | 2 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite AI and copyright Acknowledges
AI reimplementations and GNU
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 6 HN snapshots · 28 evals
+1 0 −1 HN
Audit Trail 48 entries
2026-03-09 09:08 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-09 09:08 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Editorial on AI reimplementations and GNU project
2026-03-09 09:05 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 09:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 09:04 eval_success PSQ evaluated: g-PSQ=0.323 (3 dims) - -
2026-03-09 09:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 09:04 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-09 09:03 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI reimplementations, copyright law, and the history of software reimplementations, comparing past
2026-03-09 09:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 09:03 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-09 09:03 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Editorial on AI reimplementations and GNU project
2026-03-09 07:46 eval_success PSQ evaluated: g-PSQ=0.323 (3 dims) - -
2026-03-09 07:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 07:42 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 07:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 07:41 eval_success PSQ evaluated: g-PSQ=0.323 (3 dims) - -
2026-03-09 07:41 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-09 07:41 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-09 07:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 07:41 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI reimplementations, copyright law, and the history of software reimplementations, comparing past
2026-03-09 07:40 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-09 07:40 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Editorial on AI reimplementations and GNU project
2026-03-09 05:54 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:50 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:39 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:34 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:28 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 05:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 04:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-09 04:41 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-09 04:41 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
The content discusses AI reimplementations, copyright law, and the history of software reimplementations, comparing past
2026-03-09 04:41 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Editorial on AI reimplementations and GNU project