ND Ask HN: What companies are using probabilistic programming?
251 points by boltzmannbrain 2843 days ago | 33 comments on HN ~lite vlite-2.0
Summary ~lite
Discussion on probabilistic programming applications in industry.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 12 entries
2026-03-05 21:07 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 21:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 20:59 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-05 20:59 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-05 20:53 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-05 20:53 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-02-28 12:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 12:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech discussion no rights stance
2026-02-28 12:41 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 12:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED neutral tech discussion on probabilistic programming