Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.87 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.20 Neutral 0.90 0.20 Economic Analysis
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.60 Moderate negative 0.80 0.60 Economic Policy
Section @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 @cf/meta/llama-3.3-70b-instruct-fp8-fast 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 What's Driving Rising Business Costs? (libertystreeteconomics.newyorkfed.org)
36 points by jnord 10 hours ago | 60 comments on HN ~lite vlite-2.0
Summary ~lite
The article analyzes rising business costs in the New York-Northern New Jersey region.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 70 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 32 entries
2026-03-05 04:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 04:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 04:20 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-05 04:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-05 04:17 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-05 04:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 04:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.16
reasoning
Economic analysis blog post, no explicit human rights discussion
2026-03-05 03:49 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-05 03:49 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Economic analysis, neutral stance
2026-03-05 03:49 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 03:45 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-05 03:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 03:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Economic analysis blog post, no explicit human rights discussion
2026-03-05 03:44 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-05 03:44 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Economic analysis, neutral stance
2026-03-05 03:44 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 03:05 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-05 03:05 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.16
reasoning
Economic analysis blog post, no explicit human rights discussion
2026-03-05 03:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 03:05 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-05 03:05 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Economic analysis, neutral stance
2026-03-05 03:04 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 02:22 model_divergence Cross-model spread 0.34 exceeds threshold (2 models) - -
2026-03-05 02:22 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-05 02:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Economic analysis blog post, no explicit human rights discussion
2026-03-05 02:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 02:21 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-05 02:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 02:21 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Economic analysis, neutral stance
2026-03-05 02:17 model_divergence Cross-model spread 0.34 exceeds threshold (2 models) - -
2026-03-05 02:17 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Economic analysis blog post, no explicit human rights discussion
2026-03-05 02:16 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative)
reasoning
Economic analysis, neutral stance