Chapter 6. The Review Contract

In this section

Chapter 6. The Review ContractHow to agree the checks before you delegate, tell a good output from a plausible one, find hallucination, inconsistency and bias, recompute the numbers a decision rests on, read citations and abstention, adapt one result for several readers, and review work you did not watch, on Claude or on ChatGPT.team:panaversity
6.1 Agree the checks before you delegateWhat to check, what evidence to ask for, what counts as success and when the worker must stop, written down before the work starts, and how deep a review should go.team:panaversity
6.2 A good output and a plausible oneWhy a result that reads well can still be wrong, and the two checks that tell the difference: is anything missing, and does each claim match its source.team:panaversity
6.3 Hallucination, inconsistency and biasThree different ways a result goes wrong, and the test that finds each one.team:panaversity
6.4 Validate the numbers a decision rests onHow to find the figures someone will act on, work them out again from the source files, and check that they agree everywhere they appear.team:panaversity
6.5 Citation and abstentionThree checks for every source a result points to, and why an honest answer that the source is silent is good work.team:panaversity
6.6 Adapt and compare outputs for the audienceHow one result can be shaped for several readers without changing its facts, and how to compare versions fact by fact.team:panaversity
6.7 Review work you did not watchHow to read the record of work done while you were away: what it used, what it did, and what it could not have done.team:panaversity
6.8 The same review on both AI vendorsWhat Anthropic's and OpenAI's own pages say about checking a worker's results, the one gap that changes what you ask for, and what stays with you on both.team:panaversity
Build step: review a run you did not watchChapter 6's lab: write the checks first, review a payment-run package you did not watch, work out its totals again, and compare a second reviewer on Claude and on ChatGPT, with the artifact checklist.team:panaversity
Check yourselfRecall and practice for the whole chapter: the flashcards, and a final quiz round from all eight concepts.team:panaversity