Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.77 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.04 -0.60 Mild negative 0.70 0.62 AI job replacement
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -1.00 Moderate negative 0.80 1.00 Labor Rights
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-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Job has become the ultimate case study why AI won't replace human workers (www.cnn.com)
18 points by mhb 1 days ago | 6 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses AI's limitations in replacing human workers in radiology, promoting a balanced view.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 61 HN snapshots · 33 evals
+1 0 −1 HN
Audit Trail 53 entries
2026-03-05 05:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:00 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 05:00 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 03:39 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 03:39 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 03:34 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 03:34 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 03:16 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 03:16 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 02:51 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 02:51 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 02:43 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 02:43 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 02:11 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 02:11 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 02:02 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 02:02 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 01:34 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 01:34 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 01:29 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 01:29 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 01:20 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 01:20 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 00:51 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 00:51 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 00:47 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 00:47 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 00:41 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 00:41 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-05 00:09 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-05 00:09 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-05 00:01 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-05 00:01 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 23:56 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-04 23:56 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 23:32 eval_success Lite evaluated: Mild negative (-0.22) - -
2026-03-04 23:32 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 23:20 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-04 23:20 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 22:52 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 22:48 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 22:36 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 22:06 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 22:00 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 21:59 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 21:25 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 21:22 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 20:43 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 20:41 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 20:11 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative) 0.00
reasoning
Tech article on AI jobs
2026-03-04 20:06 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative)
reasoning
The content discusses AI replacing jobs with a focus on radiology, touching on labor rights and employment concerns.
2026-03-04 20:05 eval Evaluated by llama-3.3-70b-wai: -0.22 (Mild negative)
reasoning
Tech article on AI jobs