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Strings alone can dramatically enhance secret detection, achieving over 80% semantic retention with only a third of the context.
WebCQ achieves 33.3% more state exploration and 42.2% more unique actions than previous MARL methods, revolutionizing web GUI testing scalability.
Hallucination rates in LLM-generated Rust code are surprisingly consistent across models, challenging assumptions from previous studies in other languages.
Android API research is built on shaky ground: official API lists are surprisingly inconsistent, leading to potentially flawed conclusions.
