Model Comparison
Model Editorial Structural Class Conf SETL Theme
@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 — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 -0.20 Mild positive 0.80 0.39 Workers' rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 -0.20 Mild positive 0.80 0.49 Low Wage Workers
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 Workers at top US low-wage firms rely on public assistance, report says (www.theguardian.com)
29 points by i7l 18 hours ago | 6 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses low-wage workers' reliance on public assistance.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 56 HN snapshots · 32 evals
+1 0 −1 HN
Audit Trail 52 entries
2026-03-05 05:08 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 05:08 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 05:07 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-05 05:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 05:03 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-05 05:03 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-05 03:14 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 03:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-05 02:51 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-05 02:51 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-05 02:32 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 02:32 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-05 02:13 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-05 02:13 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-05 01:56 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 01:56 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-05 01:36 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-05 01:36 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-05 01:14 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 01:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-05 01:00 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-05 01:00 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-05 00:38 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 00:38 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-05 00:22 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-05 00:22 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 23:56 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-04 23:56 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 23:44 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 23:44 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 23:19 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-04 23:19 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 23:14 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-04 23:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 23:05 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 23:05 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 23:00 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 23:00 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 22:29 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-04 22:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 22:24 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 22:20 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 21:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.06
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 21:46 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 21:13 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.06
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 21:09 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 20:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 20:28 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 19:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 19:48 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative journalism on low-wage workers
2026-03-04 18:59 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Article discusses workers' reliance on public assistance, implicitly referencing rights.
2026-03-04 18:58 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive)
reasoning
Investigative journalism on low-wage workers