ND Ask HN: How do you deal with people who trust LLMs?
156 points by basilikum 9 days ago | 202 comments on HN ~lite vlite-2.0
Summary ~lite
Discussion on dealing with people who blindly trust LLMs.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1022 HN snapshots · 49 evals
+1 0 −1 HN
Audit Trail 69 entries
2026-03-20 22:45 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 22:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 22:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 22:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-20 22:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 19:11 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 19:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 18:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 18:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-20 18:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-20 16:57 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-20 16:57 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-20 16:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-20 16:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-20 16:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 22:32 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 22:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 21:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 21:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 21:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 20:51 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 20:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 20:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 20:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 20:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 19:25 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 19:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 19:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 19:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 19:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:00 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 18:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 17:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 17:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 16:41 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 16:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 15:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 15:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 14:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 13:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 12:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 12:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 12:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 11:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 11:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 11:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 10:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 10:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 10:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 09:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 09:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 09:10 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 09:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 08:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 08:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 07:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 07:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 07:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 07:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 06:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 06:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 05:53 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 05:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 05:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 05:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 04:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 04:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on trust in LLMs, no direct human rights discussion
2026-03-19 03:04 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-19 03:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Discussion on trust in LLMs, no direct human rights discussion