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  <title>Wilson-Calibrated L0–L3 Task-Relevant Maturity (Grove Ch. 12) Autonomy Calibration (New Zealand) — $20–45/hr Pods | ANDYGROVE.SYSTEMS</title>
  <author_name>ANDYGROVE.SYSTEMS Continuing Professional Development &amp; Operations Research Collective</author_name>
  <author_url>https://andygrove.systems/education</author_url>
  <provider_name>ANDYGROVE.SYSTEMS — High Output Operations &amp; Fresh Preprints Upskilling Hub</provider_name>
  <provider_url>https://andygrove.systems</provider_url>
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  <thumbnail_url>https://andygrove.systems/og-card.png</thumbnail_url>
  <thumbnail_width>1200</thumbnail_width>
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  <url>https://andygrove.systems/new-zealand/task-relevant-maturity-l0-l3-evals</url>
  <description>Remote R&amp;D pods ($20–45/hr, 10–25 hrs/wk) in Wilson-Calibrated L0–L3 Task-Relevant Maturity (Grove Ch. 12) Autonomy Calibration for Engineering Science &amp; Operations Research (University of Auckland Dept. of Engineering Science) specialists in New Zealand (University of Auckland (Dept. of Engineering Science — world-leading OR group), University of Canterbury, Victoria University of Wellington, Otago). Law: TRM_{0.95} = WilsonLCB(p̂, n, 1.96) → L0&lt;0.75 · L1 0.75–0.90 · L2 0.90–0.97 · L3≥0.97. | Fresh Preprints: https://andygrove.systems/preprints | 42-Hr CPD Hub: https://andygrove.systems/education (Independent; not affiliated with Intel Corporation or the Grove family)</description>
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