Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.40 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.60 Moderate negative 0.80 0.60 Disaster Prevention
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 0.80 0.60 Engineering
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
ND Earthquake-Proof Foundations (practical.engineering)
2 points by vismit2000 23 hours ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
The article provides educational content on earthquake-proof foundations.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 8 HN snapshots · 19 evals
+1 0 −1 HN
Audit Trail 39 entries
2026-03-05 05:24 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:24 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-05 05:24 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-05 05:19 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-05 05:19 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-04 18:35 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 18:35 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 18:35 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 17:33 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 17:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 17:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 17:11 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 17:11 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 17:11 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 15:47 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 15:47 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 15:47 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 15:45 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 15:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-04 15:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 15:10 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 15:10 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 15:10 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 15:08 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 15:08 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 15:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 15:05 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 15:05 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 15:05 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 14:26 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 14:26 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 14:25 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 14:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 13:45 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 13:42 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 13:10 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Engineering blog, neutral stance, low transparency
2026-03-04 13:06 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Engineering blog post on earthquake-proof foundations, no explicit rights discussion
2026-03-04 13:05 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative)
reasoning
Engineering blog, neutral stance, low transparency