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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
| Summary ~lite AI discoverability Neutral Tech update for AI
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
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Longitudinal
335 HN snapshots · 5 evals | |
Audit Trail
14 entries | 2026-03-08 09:41 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-08 09:41 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-08 09:41 | model_divergence | Cross-model spread 0.26 exceeds threshold (2 models) | - - | | 2026-03-08 09:41 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00 | | | reasoning Tech update, no rights discussion | | 2026-03-08 09:36 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-08 09:36 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-08 09:36 | eval_success | PSQ evaluated: g-PSQ=0.486 (3 dims) | - - | | 2026-03-08 09:36 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.49 (Moderate positive) | | | 2026-03-08 09:36 | model_divergence | Cross-model spread 0.26 exceeds threshold (2 models) | - - | | 2026-03-08 09:36 | eval_success | Lite evaluated: Mild negative (-0.26) | - - | | 2026-03-08 09:36 |
eval
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Evaluated by llama-4-scout-wai: -0.26 (Mild negative) | | | reasoning Content discusses AI agent discoverability and website visibility, no explicit human rights discussion | | 2026-03-08 09:36 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-08 09:36 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Tech update, no rights discussion | | 2026-03-08 09:36 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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