ND Show HN: Satellite imagery object detection using text prompts (www.useful-ai-tools.com)
7 points by eyasu6464 1 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
Satellite analysis demo with interactive object detection.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 161 HN snapshots · 30 evals
+1 0 −1 HN
Audit Trail 50 entries
2026-03-11 01:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-11 01:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-11 00:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-11 00:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 00:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-11 00:35 eval_success PSQ evaluated: g-PSQ=0.267 (3 dims) - -
2026-03-11 00:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.27 (Mild positive)
2026-03-11 00:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-11 00:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical demo with no rights discussion
2026-03-11 00:31 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-10 23:14 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-10 23:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 22:54 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 22:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 22:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 22:39 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-10 22:39 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 22:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 22:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 22:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 22:20 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-10 22:20 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 22:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 22:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 22:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 21:45 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-10 21:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 21:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 21:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 21:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-10 21:25 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-10 21:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 21:18 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-10 21:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 21:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 20:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 20:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 20:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 20:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 20:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 19:48 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 19:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 19:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 19:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 19:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 19:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 18:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-10 18:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion
2026-03-10 18:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-10 18:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical demo of satellite analysis tool, no explicit human rights discussion