Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Hiring Practices
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 1.00 0.60 Business Operations
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
Section @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 @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
ND Ask HN: What do you look for in your first 10 hires?
29 points by neilk17 9 days ago | 34 comments on HN ~lite vlite-2.0
Summary ~lite
Safe hiring discussion
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1065 HN snapshots · 33 evals
+1 0 −1 HN
Audit Trail 53 entries
2026-03-20 00:43 eval_success PSQ evaluated: g-PSQ=0.419 (3 dims) - -
2026-03-20 00:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive)
2026-03-20 00:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 00:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral hiring discussion
2026-03-20 00:41 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-19 22:14 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 22:14 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 22:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 21:40 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 21:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 20:53 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 20:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 20:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:54 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 19:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 19:33 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 19:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 19:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:41 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 18:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 18:19 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 18:19 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 18:19 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:22 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 17:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 17:16 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-19 17:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:16 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 16:07 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 16:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 15:59 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 15:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 15:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 14:48 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 14:36 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 13:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 13:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 12:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 12:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 12:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 11:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 11:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 11:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 10:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 10:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 10:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 09:59 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 09:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 09:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 08:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 08:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.24
reasoning
Technical discussion on hiring practices, no human rights discussion
2026-03-19 08:09 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-19 08:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical discussion on hiring practices, no human rights discussion