ND Understanding Reasoning LLMs (magazine.sebastianraschka.com)
473 points by sebg 407 days ago | 183 comments on HN ~lite vlite-2.0
Summary ~lite
Educational article on reasoning LLMs, no apparent threats, transparent author credentials.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 5 entries
2026-03-19 01:36 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 01:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 01:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 01:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article on LLMs, no explicit human rights discussion
2026-03-19 01:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -