ND Successes and Breakdowns in Everyday Non-Display Smart Glasses Use (arxiv.org)
23 points by PaulHoule 8 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
Academic paper discusses conversational successes and breakdowns in using non-display smart glasses.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 246 HN snapshots · 68 evals
+1 0 −1 HN
Audit Trail 88 entries
2026-03-20 22:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 22:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 22:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 22:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 22:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 19:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 19:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:35 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 19:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 18:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 18:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 18:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 17:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 17:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 17:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 17:33 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 17:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 16:17 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 16:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 16:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 16:13 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 16:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 15:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 15:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 15:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 15:30 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 15:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 14:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 14:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 14:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 14:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 13:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 13:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 13:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 12:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 12:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 11:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 11:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 11:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 10:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 10:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 09:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 09:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 09:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 08:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 08:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 07:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 07:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 06:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 06:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 05:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 04:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 04:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 03:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 03:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 02:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 01:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 01:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 00:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 00:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-20 00:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.41 (Moderate positive)
2026-03-20 00:15 eval Evaluated by llama-3.3-70b-wai: +0.12 (Mild positive)
reasoning
Technical paper on smart glasses
2026-03-19 23:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 23:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-19 22:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 22:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical paper on smart glasses, no explicit human rights discussion
2026-03-19 21:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 21:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical paper on smart glasses, no explicit human rights discussion