Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 -0.60 Mild negative 0.80 0.58 Technology Government
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 ND Neutral 0.70 0.00 Government Tech
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 NASA chatbots, Treasury coding, OPM drafting: How agencies have deployed Claude (fedscoop.com)
4 points by petethomas 17 hours ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses federal agencies' deployment of Claude chatbot amid controversy.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 5 HN snapshots · 15 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-05 05:11 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 05:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 05:06 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 04:57 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 04:57 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 00:51 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 00:51 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses federal agencies' use of AI tools, no explicit rights discussion
2026-03-05 00:46 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 00:46 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses federal agencies' use of AI tools, no explicit rights discussion
2026-03-05 00:41 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-05 00:41 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
PR, neutral, transparent
2026-03-05 00:07 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-05 00:07 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses federal agencies' use of AI tools, no explicit rights discussion
2026-03-05 00:02 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-05 00:02 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
PR, neutral, transparent
2026-03-04 23:57 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 23:57 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
PR, neutral, transparent
2026-03-04 23:29 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-04 23:29 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses federal agencies' use of AI tools, no explicit rights discussion
2026-03-04 23:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 23:23 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-04 23:23 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses federal agencies' use of AI tools, no explicit rights discussion
2026-03-04 23:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 23:22 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 23:22 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
PR, neutral, transparent
2026-03-04 22:42 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-04 22:42 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative)
reasoning
Article discusses federal agencies' use of AI tools, no explicit rights discussion
2026-03-04 22:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 22:42 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 22:42 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
PR, neutral, transparent
2026-03-04 22:37 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 22:37 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral)
reasoning
PR, neutral, transparent