Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.60 Mild negative 0.70 0.58 Career Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.20 Neutral 0.80 0.20 Labor Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — — — —
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — — — —
Section @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 @cf/meta/llama-4-scout-17b-16e-instruct 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
-0.04 It's official: Hiring managers aren't reading your Résumé (www.businessinsider.com)
12 points by KnuthIsGod 1 days ago | 1 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Career Rights Neutral
Hiring managers ignore resumes
EQ 0.40
SO 0.20
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 28 HN snapshots · 14 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-04 08:49 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-04 08:49 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) +0.06
reasoning
Neutral career advice
2026-03-04 08:46 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 08:46 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Article about hiring managers not reading resumes, no explicit rights discussion
2026-03-04 08:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 08:44 eval_success Lite evaluated: Moderate negative (-0.32) - -
2026-03-04 08:44 eval Evaluated by llama-3.3-70b-wai: -0.32 (Moderate negative) -0.06
reasoning
Neutral career advice
2026-03-04 07:59 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-04 07:59 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Neutral career advice
2026-03-04 07:54 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-04 07:54 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) -0.32
reasoning
Neutral career advice
2026-03-04 07:51 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 07:51 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.14
reasoning
Article about hiring managers not reading resumes, no explicit rights discussion
2026-03-04 07:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 07:14 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 07:14 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Neutral career advice
2026-03-04 07:10 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 07:10 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral) -0.02
reasoning
Article about hiring managers not reading resumes, no explicit rights discussion
2026-03-04 07:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 07:09 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 07:09 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Neutral career advice
2026-03-04 06:02 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 06:02 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) +0.02
reasoning
Article about hiring managers not reading resumes, no explicit rights discussion
2026-03-04 06:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:01 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 06:01 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Neutral career advice
2026-03-04 05:56 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 05:56 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Neutral career advice
2026-03-04 05:19 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 05:19 eval Evaluated by llama-4-scout-wai: +0.06 (Neutral)
reasoning
Article about hiring managers not reading resumes, no explicit rights discussion
2026-03-04 05:19 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 05:18 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-04 05:18 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
reasoning
Neutral career advice