ND Show HN: Littlebird – Screenreading is the missing link in AI (littlebird.ai)
45 points by delu 10 days ago | 23 comments on HN ~lite vlite-2.0
Summary ~lite
The Littlebird website presents a productivity AI tool with positive user reviews.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 280 HN snapshots · 75 evals
+1 0 −1 HN
Audit Trail 95 entries
2026-03-25 02:06 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-25 02:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-25 01:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-25 01:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-25 01:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-25 00:54 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-25 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-25 00:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-25 00:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-25 00:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 23:14 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-24 23:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 22:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 22:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 22:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 21:58 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-24 21:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 21:28 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 21:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 21:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 20:33 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-24 20:33 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 19:59 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 19:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 19:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 18:56 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-24 18:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 18:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 18:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 18:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-24 17:46 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-24 17:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 17:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-24 17:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 16:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 15:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 14:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 14:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 14:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 14:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 13:35 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 13:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 12:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 12:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 12:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 11:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 11:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 11:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 10:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 10:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 10:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 09:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 09:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 09:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 09:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 08:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 08:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 07:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 07:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 07:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 06:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 06:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 06:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 05:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 05:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 05:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 04:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 04:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 04:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 03:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 03:37 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 03:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 02:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 02:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 02:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 02:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 01:35 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 01:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-24 00:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-24 00:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive)
2026-03-24 00:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Landing page for AI tool
2026-03-23 23:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 23:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-23 23:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 23:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-23 22:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 22:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-23 21:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 21:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-23 21:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 21:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Product presentation, no explicit human rights discussion
2026-03-23 20:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-23 20:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Product presentation, no explicit human rights discussion