ND Ask HN: Maintainers, do LLM-only users often clutter your issues/PRs?
9 points by lucrbvi 23 hours ago | 9 comments on HN ~lite vlite-2.0
Summary ~lite
Discussion on LLM-generated comments cluttering issues/PRs in OSS projects.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 272 HN snapshots · 15 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-05 05:08 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 05:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 05:02 eval_success PSQ evaluated: g-PSQ=0.419 (3 dims) - -
2026-03-05 05:02 eval Evaluated by llama-3.3-70b-wai-psq: +0.42 (Moderate positive)
2026-03-04 21:59 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 21:59 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Community discussion on LLM-generated comments
2026-03-04 21:53 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 21:53 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Community discussion on LLM-generated comments
2026-03-04 21:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 21:45 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.04
reasoning
Discussion on LLM-generated comments in OSS projects, no explicit human rights discussion
2026-03-04 21:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 21:16 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 21:16 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Community discussion on LLM-generated comments
2026-03-04 21:06 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 21:06 eval Evaluated by llama-4-scout-wai: -0.04 (Neutral) -0.04
reasoning
Discussion on LLM-generated comments in OSS projects, no explicit human rights discussion
2026-03-04 20:35 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 20:35 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Community discussion on LLM-generated comments
2026-03-04 20:31 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 20:31 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Community discussion on LLM-generated comments
2026-03-04 20:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 20:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.04
reasoning
Discussion on LLM-generated comments in OSS projects, no explicit human rights discussion
2026-03-04 20:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 19:50 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 19:50 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
reasoning
Community discussion on LLM-generated comments
2026-03-04 19:45 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 19:45 eval Evaluated by llama-4-scout-wai: -0.04 (Neutral) +0.56
reasoning
Discussion on LLM-generated comments in OSS projects, no explicit human rights discussion
2026-03-04 19:45 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 19:45 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.34
reasoning
Community discussion on LLM-generated comments
2026-03-04 18:50 eval_success Lite evaluated: Moderate negative (-0.60) - -
2026-03-04 18:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 18:50 eval Evaluated by llama-4-scout-wai: -0.60 (Moderate negative)
reasoning
Discussion on LLM-generated comments in OSS projects, no explicit human rights discussion
2026-03-04 18:50 eval_success Lite evaluated: Moderate negative (-0.38) - -
2026-03-04 18:50 eval Evaluated by llama-3.3-70b-wai: -0.38 (Moderate negative)
reasoning
Community discussion on LLM-generated comments