ND Show HN: Kybernis – Prevent AI agents from executing the same action twice (kybernis.io)
4 points by wingrammer 1 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
AI safety layer
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 233 HN snapshots · 11 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-03-06 07:04 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 07:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 07:03 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 07:03 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:34 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 06:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:31 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 06:31 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:29 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 06:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 05:59 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 05:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 05:56 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 05:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 05:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 05:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-06 05:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 05:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive)
2026-03-05 22:42 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-05 22:41 eval Evaluated by llama-4-scout-wai: -0.04 (Neutral)
reasoning
The content of the URL https://kybernis.io discusses AI safety and governance, focusing on preventing AI agents from exe
2026-03-05 22:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-05 22:41 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-05 22:41 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral)
reasoning
Landing page for AI safety layer