ND Show HN: Mavera – Predict audience response with GANs, not LLM sentiment (docs.mavera.io)
9 points by jaxline506 7 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Technical introduction to Mavera, a platform for predicting audience response.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 124 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 30 entries
2026-03-19 23:29 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 23:29 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-19 23:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 23:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no explicit human rights discussion
2026-03-19 23:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 22:46 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 22:46 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-19 22:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 22:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no explicit human rights discussion
2026-03-19 22:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 21:33 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 21:33 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-19 21:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 21:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no explicit human rights discussion
2026-03-19 21:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 20:13 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 20:13 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-19 20:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 20:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no explicit human rights discussion
2026-03-19 20:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 18:56 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 18:56 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-19 18:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 18:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no explicit human rights discussion
2026-03-19 18:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:56 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 17:56 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-19 17:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 17:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 17:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical content, no explicit human rights discussion