Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.24 Mild positive 0.90 0.51 Privacy Tech
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 -0.24 Neutral 0.80 0.40 Privacy concerns
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Workers report watching Ray-Ban Meta-shot footage of people using the bathroom (arstechnica.com)
223 points by randycupertino 2 days ago | 81 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses workers watching bathroom footage via Ray-Ban Meta smart glasses.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 221 HN snapshots · 83 evals
+1 0 −1 HN
Audit Trail 103 entries
2026-03-11 21:32 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 21:32 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 21:18 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 21:18 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 20:08 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 20:08 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 19:57 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 19:57 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 18:58 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 18:58 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 18:43 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 18:43 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 17:45 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 17:45 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 17:31 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 17:31 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 16:32 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 16:32 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 16:15 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 16:15 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 15:05 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 15:05 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 14:50 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 14:50 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 13:51 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 13:51 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 13:34 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 13:34 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 04:19 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 04:19 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-11 04:11 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 04:11 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 03:03 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-11 03:03 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) -0.20
2026-03-11 02:48 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 02:48 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-11 01:20 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-11 01:20 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.20
2026-03-11 01:12 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-11 01:12 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 23:52 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-10 23:34 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) 0.00
2026-03-10 21:59 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) -0.04
2026-03-10 20:30 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 18:40 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-10 18:31 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 17:41 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 17:10 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-10 17:04 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 16:31 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-10 16:26 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 15:54 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) +0.04
2026-03-10 15:51 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 15:14 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 15:04 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) -0.20
2026-03-10 14:36 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 14:07 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) +0.20
2026-03-10 13:59 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 13:25 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 12:57 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) -0.04
2026-03-10 12:48 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 04:32 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-10 04:24 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 00:35 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-10 00:33 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-10 00:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-10 00:05 eval Evaluated by llama-3.3-70b-wai: +0.09 (Neutral)
reasoning
Tech article on privacy concerns
2026-03-09 23:54 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 23:50 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 23:38 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 23:32 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 23:23 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 23:15 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 23:08 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 22:57 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 22:53 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 22:40 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 22:38 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 22:24 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 22:23 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 22:07 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 22:06 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 21:50 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 21:48 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 21:33 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 21:30 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 21:18 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 21:12 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 20:57 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 20:49 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 20:40 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 20:32 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 20:24 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 20:15 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 20:08 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 19:58 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 19:53 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 19:38 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00
2026-03-09 19:37 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive) 0.00
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses
2026-03-09 19:21 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral)
2026-03-09 19:19 eval Evaluated by llama-4-scout-wai: +0.14 (Mild positive)
reasoning
Article discusses privacy concerns with Ray-Ban Meta smart glasses