ND The 1979 Design Choice Breaking AI Workloads (www.cerebrium.ai)
23 points by za_mike157 2 days ago | 20 comments on HN ~lite vlite-2.0
Summary ~lite
Technical blog post on container image distribution with no apparent threats.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 16 HN snapshots · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-09 18:01 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-09 18:00 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-09 17:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 17:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post on container image distribution, no explicit rights discussion
2026-03-09 17:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 17:41 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-09 17:41 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-09 17:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 17:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical blog post on container image distribution, no explicit rights discussion
2026-03-09 17:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -