ND I reverse-engineered the TiinyAI Pocket Lab from marketing photos (bay41.com)
23 points by gravelturnip88 8 days ago | 6 comments on HN ~lite vlite-2.0
Summary ~lite
Author scrutinizes TiinyAI's claims, finds potential misdirection.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 25 HN snapshots · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-18 23:04 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-18 23:04 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-18 23:01 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 23:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical review of TiinyAI Pocket Lab, no explicit human rights discussion
2026-03-18 23:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 21:43 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-18 21:43 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive)
2026-03-18 21:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 21:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical review of TiinyAI Pocket Lab, no explicit human rights discussion
2026-03-18 21:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -