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HumanRank.ai
Daily Brief
CAREER GUIDE

AI evaluation learning path

EDITORIAL GUIDANCE Criteria stated, not a measured ranking

Build a portfolio of reproducible evaluations.

Your portfolio project

Choose a bounded task, assemble representative examples, define a rubric before running tools, and publish the failures alongside the results.

What to show

  • A clear problem and acceptance criteria.
  • A reproducible process with sources and version notes.
  • Examples of successful outputs and failures.
  • A short explanation of limitations and what you would improve.

Start with the evaluation principles

Read the benchmark field guide →

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