| |
Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
|
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 | — | 0.80 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | 0.00 | +0.10 | Neutral | 0.80 | -0.10 | Digital Rights | | @cf/meta/llama-4-scout-17b-16e-instruct lite | 0.00 | +0.16 | Neutral | 0.80 | -0.16 | Access Technology | | 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 | | 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 | | Summary ~lite OpenWRT 25.12.0 released with security measures against bot scraping.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
| |
Longitudinal
5 HN snapshots · 6 evals | |
Audit Trail
15 entries | 2026-03-05 05:42 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 05:42 |
eval
|
Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-05 05:40 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 05:40 |
eval
|
Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00 | | | 2026-03-05 05:35 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 05:35 |
eval
|
Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) | | | 2026-03-04 04:34 | eval_success | Lite evaluated: Neutral (0.07) | - - | | 2026-03-04 04:34 |
eval
|
Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00 | | | reasoning Tech release notes with anti-scraping measure | | 2026-03-04 04:34 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-04 04:28 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-04 04:28 |
eval
|
Evaluated by llama-4-scout-wai: +0.08 (Neutral) | | | reasoning OpenWRT release notes with bot protection measures | | 2026-03-04 04:28 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 04:28 | eval_success | Lite evaluated: Neutral (0.07) | - - | | 2026-03-04 04:28 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-04 04:28 |
eval
|
Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) | | | reasoning Tech release notes with anti-scraping measure | | |
| |