ND Ask HN: 100k/year individual token usage?
5 points by alecsmart1 6 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
Discussion on token usage costs without apparent threats.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 298 HN snapshots · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-14 18:01 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-14 18:01 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-14 17:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-14 17:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on token usage costs, no explicit human rights discussion
2026-03-14 17:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-14 16:26 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-14 16:26 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-14 16:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-14 16:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Discussion on token usage costs, no explicit human rights discussion
2026-03-14 16:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -