Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.47 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 -1.00 Moderate negative 0.80 0.98 Labor Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.60 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.80 0.00 Worker Rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @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
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 Oracle may slash up to 30k jobs to fund AI data-centers as US banks retreat (www.cio.com)
178 points by ljoshua 2 days ago | 237 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses Oracle's potential job cuts to fund AI data center expansion.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 84 HN snapshots · 41 evals
+1 0 −1 HN
Audit Trail 61 entries
2026-03-10 22:10 eval_success PSQ evaluated: g-PSQ=-0.394 (3 dims) - -
2026-03-10 22:10 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 22:01 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 22:01 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 22:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-10 20:40 eval_success PSQ evaluated: g-PSQ=-0.394 (3 dims) - -
2026-03-10 20:40 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 20:32 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 20:32 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 20:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-10 18:41 eval_success PSQ evaluated: g-PSQ=-0.394 (3 dims) - -
2026-03-10 18:41 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 18:33 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 18:32 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 17:42 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 17:42 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 17:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-10 17:11 eval_success PSQ evaluated: g-PSQ=-0.394 (3 dims) - -
2026-03-10 17:11 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 17:06 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 17:06 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 16:32 eval_success PSQ evaluated: g-PSQ=-0.394 (3 dims) - -
2026-03-10 16:32 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 16:27 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 16:27 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 16:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-10 15:55 eval_success PSQ evaluated: g-PSQ=-0.394 (3 dims) - -
2026-03-10 15:55 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 15:52 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 15:52 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 15:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-10 15:20 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-10 15:20 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 15:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-10 15:05 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 14:37 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 14:08 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 14:00 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 13:26 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 12:58 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 12:49 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-10 04:33 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-10 04:24 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-08 21:36 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-08 21:32 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-08 21:32 eval Evaluated by llama-3.3-70b-wai-psq: -0.52 (Moderate negative) 0.00
2026-03-08 21:31 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) -0.16
reasoning
Job cuts for AI expansion
2026-03-08 21:29 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-08 20:08 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Job cuts for AI expansion
2026-03-08 20:07 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-08 20:07 eval Evaluated by llama-3.3-70b-wai-psq: -0.52 (Moderate negative) 0.00
2026-03-08 20:06 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-08 18:12 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Job cuts for AI expansion
2026-03-08 18:08 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-08 18:08 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di
2026-03-08 18:07 eval Evaluated by llama-3.3-70b-wai-psq: -0.52 (Moderate negative) 0.00
2026-03-08 18:07 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral)
reasoning
Job cuts for AI expansion
2026-03-08 16:11 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative) 0.00
2026-03-08 16:06 eval Evaluated by llama-4-scout-wai-psq: -0.39 (Moderate negative)
2026-03-08 16:05 eval Evaluated by llama-3.3-70b-wai-psq: -0.52 (Moderate negative)
2026-03-08 16:05 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative)
reasoning
The article discusses Oracle's potential job cuts to fund AI and data center expansion, with no explicit human rights di