Armaan29-09-2005/AI-OSINT-Security-Analyzer

This is a personal project (9 stars, 1 fork, zero velocity over 311 days) with no active development or community adoption. The README describes a straightforward wrapper around existing AI and OSINT capabilities—orchestrating LLM APIs (OpenAI, etc.) to query and synthesize data from public sources. There is no novel algorithmic contribution, no custom threat models, and no specialized data collection. The 'AI' layer appears to be off-the-shelf LLM prompting rather than custom ML. Frontier labs (OpenAI, Anthropic, Google) are actively building OSINT-adjacent capabilities into their platforms (Claude's web search, GPT-4 with plugins, Google's security tools). They could trivially add multi-source OSINT orchestration as a feature. The project lacks: (1) real user adoption or traction, (2) domain-specific moats (no proprietary data, threat models, or community), (3) technical depth beyond API integration, and (4) ongoing maintenance. It is a tutorial-level demonstration of LLM-driven OSINT, easily replicated in an afternoon using public APIs and prompt engineering. High frontier risk because the core value—AI-driven threat synthesis—is a platform-native direction for all major AI providers.