ND Explain it like I'm 5: Why is everyone on speakerphone in public? (arstechnica.com)
29 points by stalfosknight 5 days ago | 29 comments on HN ~lite vlite-2.0
Summary ~lite
Neutral article on speakerphone use in public, no threats or hostile language.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 36 HN snapshots · 43 evals
+1 0 −1 HN
Audit Trail 63 entries
2026-03-12 16:25 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 16:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 16:01 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 16:01 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 16:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 14:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 14:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 14:35 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 14:35 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 14:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 09:51 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 09:51 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 09:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 09:29 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 09:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 09:02 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 09:02 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 09:02 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 08:49 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 08:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 08:27 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 08:27 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 08:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 08:11 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 08:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 07:52 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 07:52 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 07:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 07:34 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 07:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 07:17 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-12 07:17 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 07:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 06:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 06:42 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 06:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 06:05 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 05:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 05:30 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 05:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 04:55 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 04:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 04:20 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 03:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 03:44 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 03:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 03:08 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 02:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 02:32 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 01:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 01:54 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 01:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 01:24 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 01:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 01:05 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 00:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 00:38 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-12 00:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.04 (Neutral)
2026-03-12 00:20 eval Evaluated by llama-3.3-70b-wai: -0.10 (Neutral)
reasoning
Culture article on public speakerphone use
2026-03-11 23:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 23:29 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion
2026-03-11 22:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-11 22:52 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral)
reasoning
Article discusses public use of speakerphone, no explicit human rights discussion