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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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| Summary ~lite Microsoft Learn provides a safe and supportive environment for learning Rust.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 4 evals | |
Audit Trail
13 entries | 2026-03-05 17:18 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 17:18 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) | | | 2026-03-05 17:08 | eval_success | PSQ evaluated: g-PSQ=0.464 (3 dims) | - - | | 2026-03-05 17:08 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) | | | 2026-02-28 11:50 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:50 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 11:50 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning ED neutral tech tutorial | | 2026-02-28 11:46 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:46 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Tech tutorial no rights stance | | 2026-02-28 11:46 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | 2026-02-26 06:57 | dlq | Dead-lettered after 1 attempts: First steps with Rust | - - | | 2026-02-26 06:46 | credit_exhausted | Credit balance too low, retrying in 326s | - - | | 2026-02-26 06:41 | credit_exhausted | Credit balance too low, retrying in 288s | - - | | |
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