Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.28 ND Mild positive 0.80 0.00 Immigration Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 ND Moderate positive 0.80 0.00 Immigration Rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.28 US role as global talent hub in doubt amid Donald Trump's visa crackdown (www.ft.com)
9 points by alephnerd 4 days ago | 7 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Immigration Rights Acknowledges
Article discusses impact of Trump's visa crackdown on US talent hub
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 5 HN snapshots · 4 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-02-28 15:07 eval_success Lite evaluated: Mild positive (0.28) - -
2026-02-28 15:07 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) +0.48
reasoning
Editorial mildly critical of Trump's visa policies
2026-02-28 15:07 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 15:07 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
reasoning
Editorial on visa crackdown
2026-02-28 09:58 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 09:58 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
Editorial on visa crackdown
2026-02-28 09:58 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 04:17 eval_success Light evaluated: Mild negative (-0.20) - -
2026-02-28 04:17 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative)
reasoning
Editorial mildly critical of Trump's visa policies
2026-02-26 16:51 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:48 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:47 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:47 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:44 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:43 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:42 credit_exhausted Credit balance too low, retrying in 243s - -
2026-02-26 16:40 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:39 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:39 credit_exhausted Credit balance too low, retrying in 295s - -
2026-02-26 16:38 credit_exhausted Credit balance too low, retrying in 282s - -
2026-02-26 16:38 credit_exhausted Credit balance too low, retrying in 279s - -
2026-02-26 16:37 credit_exhausted Credit balance too low, retrying in 301s - -
2026-02-26 16:36 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -
2026-02-26 16:36 dlq Dead-lettered after 1 attempts: US role as global talent hub in doubt amid Donald Trump's visa crackdown - -