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  <title>CPD-06: Cybernetic Human + Agent Pods, Jagged Frontier Mapping &amp; Inflection-Point Resets (New Zealand CPD Upskilling) | 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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  <url>https://andygrove.systems/new-zealand/cpd-06</url>
  <description>Open-access Continuing Professional Development (7 PDH / CPE / CPD Hrs) for professionals in New Zealand (University of Auckland (Dept. of Engineering Science — world-leading OR group), University of Canterbury, Victoria University of Wellington, Otago), built on fresh 2023–2026 preprints (https://andygrove.systems/preprints): Re-architect functional silos into AI-equipped Cybernetic Pods, map Jagged Frontier failure cliffs at every model-release Strategic Inflection Point (Grove, 1996), and run weekly Trace 1-on-1s. | Fresh Preprints: https://andygrove.systems/preprints | 42-Hr CPD Hub: https://andygrove.systems/education (Independent platform; not affiliated with Intel Corporation or the Grove family)</description>
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