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Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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| Summary ~lite Language Access Neutral Browser extension for real-time voice translation and AI dubbing
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
112 HN snapshots · 2 evals | |
Audit Trail
5 entries | 2026-03-04 01:49 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-04 01:49 |
eval
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Evaluated by llama-4-scout-wai: +0.08 (Neutral) | | | reasoning Product presentation, neutral editorial, implicit structural alignment with access rights | | 2026-03-04 01:49 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 01:49 | eval_success | Lite evaluated: Mild positive (0.12) | - - | | 2026-03-04 01:49 |
eval
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Evaluated by llama-3.3-70b-wai: +0.12 (Mild positive) | | | reasoning AI dubbing tool with accessibility features | | |
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