Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 -1.00 Mild negative 0.80 1.00 NSA surveillance
@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 0.53
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -1.00 Mild negative 0.80 1.00 NSA surveillance
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
+0.40 NSA admits listening to U.S. phone calls without warrants (news.cnet.com)
834 points by declan 4656 days ago | 389 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite NSA surveillance Acknowledges
NSA admits warrantless surveillance
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 · 5 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-08 03:11 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-08 03:11 eval Evaluated by llama-3.3-70b-wai: -0.16 (Mild negative) 0.00
reasoning
news article on NSA surveillance
2026-03-08 03:10 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 03:10 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-08 03:08 eval_success PSQ evaluated: g-PSQ=-0.580 (3 dims) - -
2026-03-08 03:08 eval Evaluated by llama-3.3-70b-wai-psq: -0.58 (Moderate negative)
2026-03-08 03:07 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-08 03:07 eval Evaluated by llama-4-scout-wai: -0.16 (Mild negative)
reasoning
Editorial stance on NSA surveillance, transparency indicators checked
2026-03-08 03:06 eval_success Lite evaluated: Mild negative (-0.16) - -
2026-03-08 03:06 eval Evaluated by llama-3.3-70b-wai: -0.16 (Mild negative)
reasoning
news article on NSA surveillance