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Tag: OpenAI

Problems related to OpenAI API services including GPT models

IDTitleDescriptionCategoryTechnologyTags
CRE-2025-0200
Critical
Impact: 9/10
Mitigation: 3/10
AutoGPT Recursive Self-Analysis Loop Leading to Token Exhaustion and System Crash
  • AutoGPT enters an infinite recursive loop when attempting to analyze and fix its own execution errors
  • The agent repeatedly tries to debug its own code, spawning new analysis tasks for each failure
  • Each iteration consumes API tokens and memory, eventually exhausting resources
  • The loop accelerates as error messages grow longer, consuming tokens exponentially
  • System becomes unresponsive and crashes with out-of-memory errors or API rate limit failures
Infinite Loop ProblemsautogptAutoGPTInfinite LoopToken ExhaustionAutonomous AgentsLLMOpenAIRecursive AnalysisCritical FailureMemory ExhaustionCrash LoopRate Limiting