Unverified50% confidenceDecision RuleExact time
In the task instructions, the summary should distinguish the sender's original request from the model's suggested next step, quote dates exactly as written, and mark unconfirmed dates as "unconfirmed".
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe author submitted the October 11 predictions in two phases to accommodate the 56-minute fit time; the scoring script reports both full-day results and an independent "≥07:00" view, and the CLI uses a --force mechanism to prohibit overwriting pre-registered files.59% similarUnverifiedModels should be benchmarked against the application's own reaction deadline rather than relying on general leaderboard scores; latency should be treated as a first-principles constraint in model selection rather than an after-the-fact optimization metric.57% similarUnverifiedAfter each task is completed, have the agent write outcome notes (what was released, where it deviated from the plan, what remains undone); during review, read the outcome notes first, then compare the diff against the file list, and require explanation or rollback for any changes outside the list.57% similarUnverifiedIn actual testing, the email body only stated 'by Sunday,' and the AI automatically inferred the specific date rather than copying the vague phrasing.56% similar
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