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 — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 ND Moderate positive 0.80 0.00 Immigration Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Immigration 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 Ask HN: YC please talk about Immigration Order
223 points by baccredited 3334 days ago | 172 comments on HN ~lite vlite-2.0
Summary ~lite
YC community discusses immigration order impact on employees.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-03-05 21:43 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 21:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 21:35 eval_success PSQ evaluated: g-PSQ=0.474 (3 dims) - -
2026-03-05 21:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.47 (Moderate positive)
2026-02-28 13:03 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 13:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 13:03 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) 0.00
reasoning
Community forum discusses immigration
2026-02-28 12:58 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 12:58 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
Community forum discusses immigration
2026-02-28 12:58 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:52 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 12:52 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial questioning on immigration policy impact on employees
2026-02-28 12:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-26 06:09 dlq Dead-lettered after 1 attempts: Ask HN: YC please talk about Immigration Order - -
2026-02-26 05:57 dlq Dead-lettered after 1 attempts: Ask HN: YC please talk about Immigration Order - -
2026-02-26 05:55 credit_exhausted Credit balance too low, retrying in 336s - -
2026-02-26 05:44 dlq Dead-lettered after 1 attempts: Ask HN: YC please talk about Immigration Order - -
2026-02-26 05:43 credit_exhausted Credit balance too low, retrying in 331s - -
2026-02-26 05:33 credit_exhausted Credit balance too low, retrying in 292s - -
2026-02-26 05:29 dlq Dead-lettered after 1 attempts: Ask HN: YC please talk about Immigration Order - -
2026-02-26 05:18 credit_exhausted Credit balance too low, retrying in 307s - -
2026-02-26 05:06 dlq Dead-lettered after 1 attempts: Ask HN: YC please talk about Immigration Order - -
2026-02-26 04:54 credit_exhausted Credit balance too low, retrying in 311s - -