Sanjaay Gowda T S
AbbVie Inc. practice

ORIGINAL COMPANY-CONTEXT PRACTICE

Retrieve the correct version of a research protocol

AI & machine learningHardConcept

Original practice scenario: A hypothetical pharmaceutical research assistant answers questions from reviewed protocol documents. Old versions and amendments are both indexed. Design retrieval and evaluation.

Written for independent practice using company context; this is not a verified question from a company interview.

A REASONED APPROACH

Model answer.

Make document authority and version applicability part of retrieval. A fluent answer supported by an obsolete protocol can be more misleading than a clearly unanswered question.

Work through it

  1. Identify protocol versions, effective intervals and amendment relationships, applying the user's authorized study and date context before selecting passages.
  2. Keep necessary conditions and exceptions with each passage, then require answers to cite the specific retrieved version and abstain when applicable evidence is missing.
  3. Evaluate version-sensitive questions, superseded instructions and conflicting amendments, separating retrieval success from factual support and human-reviewed usability.

Tradeoffs to discuss

  • Restricting to one current version simplifies ordinary use but may prevent legitimate historical analysis; explicit as-of queries support both.

Common pitfalls

  • Do not infer that the newest upload is automatically the effective protocol.
  • A citation identifier proves neither that the user may access the document nor that the answer follows its meaning.

KEEP PRACTISING

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