Iris 1: define the retrieval and answer-evaluation contract
Advanced AI evaluation · Separate relevance, evidence support, answerability and user decisions before choosing a metric.
Explore & practiseInvestigate a mistake. Solve a small challenge. Build a case you can defend. Original resources that help you move from reading to doing.
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Ranked evidence, grounded-claim review, no-answer cases, abstention and release reasoning.
Advanced AI evaluation · Separate relevance, evidence support, answerability and user decisions before choosing a metric.
Explore & practiseAdvanced retrieval lab · Calculate cutoff metrics, freeze development selection and inspect multi-evidence misses.
Explore & practiseAdvanced AI review lab · Inspect atomic claims, source applicability and withheld answers without treating labels as an automated judge.
Explore & practiseAdvanced portfolio and interview exercise · Turn retrieval failures, evidence reviews and test limitations into a clear decision memo.
Explore & practiseResume guidance and examples are for learning and preparation only. They do not guarantee interviews, a job offer or employment.
These original companion activities are free. Advanced offline packs are separate supporter extras; companion activities do not change saved course progress.
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