PRACTICE WORKSPACEhardPremium answer

Design an AI feature that summarizes unread workplace messages without losing urgent actions or exposing private threads.

Make your call first. Use the published answer and rubric to examine your reasoning when you are ready.

Case briefRead the inputs, then make your call

Fictional workplace catch-up feature. The first version helps a returning employee find decisions and actions, without replying or marking messages read. The fresh permitted snapshot fits the selected context budget.

Scenario inputs
Unread messages240
Threads in the earlier snapshot18
Edited threads since the cached summary4
Additional thread now inaccessible1
Source contractProvides message and thread IDs, versions, timestamps and current access checks; pagination or requests may fail.

Your task. Design the request path, cache invalidation, incomplete-coverage experience and evaluation. Account for edits, revocation, ambiguous action items and source failure.

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