This document discusses the pitfalls and limits of dynamic malware analysis. It summarizes that dynamic analysis aims to observe malware execution but is challenging due to evasion techniques. Several problems are outlined, including the difficulty of scalability, isolation, and stealth when analyzing malware. The document also discusses issues with using debuggers, emulators, and hypervisor introspection for dynamic analysis. It notes that complete stealth is not feasible and that halting and evasion problems cannot be fully solved.