0.00 Ask HN: Are AI "Chatbot Wrappers" ruining EdTech? I'm testing a proactive UX
2 points by Swadesh9422 3 days ago | 3 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Education Technology Neutral
EdTech innovation discussion
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 6 entries
2026-02-28 06:32 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:32 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-28 06:22 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:22 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)