{
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  "type": "link",
  "title": "CPD-05: Human-LLM-OR Complementarity, Test-Time Compute & Deterministic Solver Guards (Sweden & Nordics CPD Upskilling) | ANDYGROVE.SYSTEMS",
  "author_name": "ANDYGROVE.SYSTEMS Continuing Professional Development & Operations Research Collective",
  "author_url": "https://andygrove.systems/education",
  "provider_name": "ANDYGROVE.SYSTEMS — High Output Operations & Fresh Preprints Upskilling Hub",
  "provider_url": "https://andygrove.systems",
  "cache_age": 86400,
  "thumbnail_url": "https://andygrove.systems/og-card.png",
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  "thumbnail_height": 630,
  "url": "https://andygrove.systems/sweden/cpd-05",
  "description": "Open-access Continuing Professional Development (7 PDH / CPE / CPD Hrs) for professionals in Sweden & Nordics (KTH Royal Institute of Technology, Chalmers University of Technology, Linköping University (LiU), Lund University (LTH), Aalto University, DTU Denmark), built on fresh 2023–2026 preprints (https://andygrove.systems/preprints): Partition unstructured regime translation (LLMs), exact constrained optimization (MIP/LP solvers), and strategic exception sign-off (humans) while allocating test-time verifier compute strictly to tail difficulty. | 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)"
}