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Valid input generation for Python APIs can drop from over 95% to as low as 31.6% when inter-parameter relationships are ignored, highlighting the critical role of dependency resolution in fuzzing.
Current LLMs struggle with concurrent code generation, as evidenced by a new benchmark, CONCUR, exposing their inability to handle deadlocks and race conditions.
