What LLMs do, and what they don't
Large language models are statistical prediction systems. Very complex, sure, but the function at the bottom of everything is statistical prediction. Statist...
Vibe Password Generation: Predictable by Design - Irregular
irregular.comLLM-generated passwords appear strong, but are fundamentally insecure. Testing across GPT, Claude, and Gemini revealed highly predictable patterns: repeated passwords across runs, skewed character distributions, and dramatically lower entropy than expected. Coding agents compound the problem by sometimes preferring and using LLM-generated passwords without the user’s knowledge. We recommend avoiding LLM-generated passwords and directing both models and coding agents to use secure password generation methods instead.