-0.04 Improving Antibot Biometric Protections: A Harsh Lesson from Akamai (2024) (www.mimic.sbs)
5 points by mmarian 2 days ago | 0 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Cybersecurity Tech Neutral
Technical analysis of antibot biometric protections
EQ 0.40
SO 0.20
TD 0.60
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 9 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-03-08 00:59 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 00:59 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Technical analysis of antibot biometric protections, no explicit human rights discussion
2026-03-08 00:55 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 00:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-08 00:55 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 00:55 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Technical analysis of antibot biometric protections, no explicit human rights discussion
2026-03-08 00:53 eval_success PSQ evaluated: g-PSQ=0.130 (3 dims) - -
2026-03-08 00:53 eval Evaluated by llama-3.3-70b-wai-psq: +0.13 (Mild positive) 0.00
2026-03-08 00:52 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 00:52 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) -0.22
reasoning
Technical blog on antibot protections
2026-03-07 23:53 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-07 23:53 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-07 23:53 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-07 23:53 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Technical analysis of antibot biometric protections, no explicit human rights discussion
2026-03-07 23:50 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-07 23:50 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.22
reasoning
Technical blog on antibot protections
2026-03-07 23:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 23:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 23:48 eval_success PSQ evaluated: g-PSQ=0.130 (3 dims) - -
2026-03-07 23:48 eval Evaluated by llama-3.3-70b-wai-psq: +0.13 (Mild positive)
2026-03-07 23:48 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-07 23:48 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative)
reasoning
Technical analysis of antibot biometric protections, no explicit human rights discussion
2026-03-07 23:45 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-07 23:45 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative)
reasoning
Technical blog on antibot protections