Analyzing compiled binaries is time-consuming and requires rare expertise as software grows more intricate.
Develop AI models trained on decompilation patterns that suggest function purposes and relationships in unfamiliar code.
Security firms and malware researchers would pay for tools that accelerate their workflows.
Start by creating plugins for existing disassemblers that add AI-assisted annotations.
Risk: Requires substantial training data and compute resources.