Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 -0.20 Moderate negative 0.80 -0.26 Worker Health
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.20 Mild negative 0.80 0.18 worker health rights
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
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 @cf/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND Palantir and other tech companies are stocking offices with tobacco products (fortune.com)
81 points by donutshop 1 days ago | 113 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses tech companies providing tobacco products to boost productivity, sparking health concerns.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 29 HN snapshots · 11 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-03-06 22:51 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-06 22:51 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) +0.16
2026-03-06 22:45 eval_success PSQ evaluated: g-PSQ=-0.364 (3 dims) - -
2026-03-06 22:45 eval Evaluated by llama-4-scout-wai-psq: -0.36 (Moderate negative) -0.16
2026-03-06 22:38 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-06 22:38 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-06 22:33 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-06 22:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-06 17:54 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-06 17:54 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative) 0.00
2026-03-06 17:39 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-06 17:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) +0.15
2026-03-06 04:19 eval_success PSQ evaluated: g-PSQ=-0.200 (3 dims) - -
2026-03-06 04:19 eval Evaluated by llama-4-scout-wai-psq: -0.20 (Mild negative)
2026-03-06 04:19 eval_success PSQ evaluated: g-PSQ=-0.099 (3 dims) - -
2026-03-06 04:19 eval Evaluated by llama-3.3-70b-wai-psq: -0.10 (Neutral)
2026-03-05 20:19 eval_success Lite evaluated: Moderate negative (-0.31) - -
2026-03-05 20:19 eval Evaluated by llama-4-scout-wai: -0.31 (Moderate negative) -0.29
reasoning
Article discusses tech companies stocking tobacco products, implicit health rights concerns
2026-03-05 20:14 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-05 20:14 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral)
reasoning
Article discusses tech companies stocking tobacco products, implicit health rights concerns
2026-03-05 20:12 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-05 20:12 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
reasoning
Tech news on tobacco use