Unverified50% confidenceTradeoffExact time
The difficulty of the task mechanism needs to be balanced: a task that is too easy fails to produce a waking effect, while one that is too difficult may cause frustration and even lead users to uninstall the app.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWithout the constraints of a task orchestration loop, agents may fall into infinite loops or generate uncontrolled resource consumption.74% similarUnverifiedA single context window exhibits three typical failure modes when handling complex tasks: agent laziness, self-preference bias, and goal drift.73% similar
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