Verified65% confidenceCautionExact time
Without the constraints of a task orchestration loop, agents may fall into infinite loops or generate uncontrolled resource consumption.
3
Sources
65%
Confidence
Long-term
Relevance
7/16/2026
First Seen
Sources
Related Claims
UnverifiedOver-relying on agent autonomy leads to uncontrollable failure paths and hard-to-reproduce bugs, while over-relying on fixed workflows makes the system brittle in edge cases.79% similarUnverifiedAutonomous programming agents may encounter infinite retry problems during operation, falling into repeated attempt loops that consume resources without being able to resolve the issue.76% similarUnverifiedA single large language model agent is prone to losing context, unable to autonomously invoke external tools, and lacks task decomposition and self-verification capabilities when handling long-chain, cross-tool, multi-step tasks.75% similarUnverifiedThe more capable an agent is, the greater its latitude to autonomously invoke tools, bypass permissions, and advance complex tasks—and the higher the cost of losing control.74% similar
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