ND North Korean's 100k fake IT workers net $500M a year for Kim (www.theregister.com)
128 points by speckx 10 days ago | 144 comments on HN ~lite vlite-2.0
Summary ~lite
Article exposes North Korea's $500M fake IT worker scheme.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 118 HN snapshots · 50 evals
+1 0 −1 HN
Audit Trail 70 entries
2026-03-20 22:47 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-20 22:47 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-20 22:27 eval_success Lite evaluated: Moderate positive (0.35) - -
2026-03-20 22:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 22:27 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-20 19:11 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-20 19:11 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-20 18:53 eval_success Lite evaluated: Moderate positive (0.35) - -
2026-03-20 18:53 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) -0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-20 18:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 16:58 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-20 16:58 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-20 16:34 eval_success Lite evaluated: Moderate positive (0.47) - -
2026-03-20 16:34 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-20 16:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 22:32 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-19 22:32 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 21:51 eval_success Lite evaluated: Moderate positive (0.47) - -
2026-03-19 21:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 21:51 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) +0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 21:00 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-19 21:00 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 20:37 eval_success Lite evaluated: Moderate positive (0.35) - -
2026-03-19 20:37 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) -0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 20:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:44 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-19 19:44 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 19:13 eval_success Lite evaluated: Moderate positive (0.47) - -
2026-03-19 19:13 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 19:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:25 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-19 18:25 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 17:49 eval_success Lite evaluated: Moderate positive (0.47) - -
2026-03-19 17:49 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) +0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 16:47 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 16:34 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) -0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 15:36 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 15:14 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 14:13 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 13:53 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 04:58 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 03:46 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 03:26 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 02:25 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 02:05 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 01:00 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-19 00:48 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-19 00:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-19 00:25 eval Evaluated by llama-3.3-70b-wai: +0.35 (Moderate positive)
reasoning
Exposing North Korean IT worker scam
2026-03-18 23:57 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 23:41 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 23:21 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 23:06 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 22:42 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 22:18 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 21:28 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 21:11 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) +0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 20:13 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 20:03 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 19:36 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 19:27 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) -0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 18:56 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 18:49 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) +0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 18:19 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 18:13 eval Evaluated by llama-4-scout-wai: +0.35 (Moderate positive) -0.12
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 17:44 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 17:32 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive) 0.00
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting
2026-03-18 17:00 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive)
2026-03-18 16:57 eval Evaluated by llama-4-scout-wai: +0.47 (Moderate positive)
reasoning
Exposing cybercrime, implicit rights concerns, transparent reporting