ND I Hacked My Laundry Card. Here's What I Learned (hanzilla.co)
27 points by rmast 6 days ago | 6 comments on HN ~lite vlite-2.0
Summary ~lite
Author discloses laundry card vulnerability, emphasizes AI's role in security analysis.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 118 HN snapshots · 40 evals
+1 0 −1 HN
Audit Trail 60 entries
2026-03-13 17:58 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 17:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 17:36 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 17:36 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 16:28 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 16:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 16:09 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 16:09 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 15:28 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 15:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 15:19 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 15:19 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 14:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 14:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 14:41 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 14:41 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 14:00 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 14:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:45 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 13:45 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 13:22 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 13:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 13:09 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 13:09 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 12:45 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 12:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 12:32 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 12:32 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 12:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 12:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 11:57 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 11:57 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 11:30 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 11:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 11:21 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 11:21 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 10:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-13 10:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 10:43 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-13 10:43 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 10:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 10:05 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 09:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 09:24 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 08:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 08:46 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 08:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 08:07 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 07:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 07:27 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 06:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 06:49 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 06:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 06:09 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 05:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 05:35 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 04:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-13 04:59 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.
2026-03-13 04:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-13 04:22 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral)
reasoning
Technical blog post on hacking a laundry card, discussing security vulnerabilities and AI-assisted reverse engineering.