Connect an authoritative current-data retrieval source: Which missing control most directly addresses current
Fine-tuning procedures does not update daily facts; authoritative current-data retrieval addresses the specific operational information gap.
The question
A logistics model was fine-tuned to follow dispatch procedures, but daily warehouse capacity and road restrictions change after training. Assume use-case mapping, vendor review, access controls, and human oversight are satisfied. Which missing control most directly addresses current facts?
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- Connect an authoritative current-data retrieval source. ✓A current authoritative source supplies changing operational facts while fine-tuning remains responsible for procedural behavior rather than factual freshness.
- Increase historical training coverage.More historical examples may improve generalization, but they cannot reliably represent newly changed warehouse or road conditions.
- Require supervisors to inspect every generated schedule before publication.Supervisor inspection can catch errors, but it does not directly supply the system with current capacity and restriction information.
- Refine dispatch instructions.Refined instructions can improve procedural behavior, but they do not provide changing capacity or restriction information.
The trap
Ask whether the missing requirement concerns how the model behaves or what current information it can access. How to remember it
Fine-tuning procedures does not update daily facts; authoritative current-data retrieval addresses the specific operational information gap.
How many of these would you get right?
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