ND Tech hobbyist makes shoulder-mounted guided missile prototype with $96 in parts (www.tomshardware.com)
179 points by bilsbie 8 days ago | 141 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses DIY 3D printed missile prototype, neutral tone, credible author.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 128 HN snapshots · 53 evals
+1 0 −1 HN
Audit Trail 73 entries
2026-03-20 22:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 22:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 22:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 22:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-20 22:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:11 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 19:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 18:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-20 16:58 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 16:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 16:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 16:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 16:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 22:32 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 22:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 21:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 21:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 21:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 21:00 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 21:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 20:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 20:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 20:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 19:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 19:13 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 19:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 19:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:25 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 18:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 17:48 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 17:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 16:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 16:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 15:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 15:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 14:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 13:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 05:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 04:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 04:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 02:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 02:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-19 01:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 01:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 22:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 22:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 21:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 21:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 20:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 19:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 19:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 19:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 18:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 18:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 18:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 18:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 17:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 17:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 16:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 16:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 16:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 16:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 15:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 15:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 15:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 14:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 14:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 14:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion
2026-03-18 13:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-18 13:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article about a 3D printed missile prototype, no explicit human rights discussion