ND Tao on “blue team” vs. “red team” LLMs (mathstodon.xyz)
542 points by qsort 225 days ago | 171 comments on HN ~lite vlite-2.0
Summary ~lite
Tao discusses 'blue team' vs. 'red team' LLMs in cybersecurity.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-09 09:18 eval_success PSQ evaluated: g-PSQ=0.040 (3 dims) - -
2026-03-09 09:18 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral)
2026-03-09 09:15 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-09 09:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive)
2026-03-09 09:14 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-09 09:14 eval Evaluated by llama-4-scout-wai: -0.07 (Neutral)
reasoning
The content discusses cybersecurity and LLMs from a technical perspective, without explicit human rights discussion.
2026-03-09 09:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 09:12 eval_success Lite evaluated: Neutral (-0.07) - -
2026-03-09 09:12 eval Evaluated by llama-3.3-70b-wai: -0.07 (Neutral)
reasoning
Technical cybersecurity discussion
2026-03-09 09:12 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -