The weekly review & re-rank

P51.notice-and-review.04 · Audience: guest, language-pro, it-ml · Prerequisites: The checkpoint: retrieval, not recognition

"Am I B2 yet?" is a bad question asked once and a great question asked weekly, per axis, from real practice data.

Once a week, this review pulls together everything the engine observed since the diagnostic — checkpoint results, daily notice-loop outcomes — and recomputes each axis's readiness. The blend is deliberately conservative: your measured baseline carries most of the weight, the week's signal moves it. Then the four axes are re-ranked by ease of progress, exactly like the initial assessment:

  • An axis that closed its gap drops out of the plan — effort reallocates.
  • An axis whose bucket moved (steady work becomes a quick win, say) gets rescheduled.
  • The long game stays the long game until the daily loop bends its curve — no wishful promotion.

Your spoken production axis is measured when you record the diagnostic's speaking stage; a self-assessed score (the no-microphone fallback) is labelled accordingly and treated with low confidence in the blend.

Recomputing your axes...

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The weekly review & re-rank — TransformerLab