ND How Google uses blacklists, algorithm tweaks and contractors for search results (www.msn.com)
247 points by tysone 2310 days ago | 177 comments on HN ~lite vlite-2.0
Summary ~lite
The content appears neutral with no clear threat or safety signals.
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 12 entries
2026-03-05 18:33 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-05 18:33 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative) 0.00
2026-03-05 18:28 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-05 18:28 eval Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative)
2026-03-05 18:17 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-05 18:17 eval Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative)
2026-02-28 12:18 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 12:18 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discusses Google search algorithm manipulation
2026-02-28 12:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-02-28 12:15 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-02-28 12:15 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism on search algorithms
2026-02-28 12:15 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -