Don't Trust the Salt: AI Summarization, Multilingual Safety, and Evaluating LLM Guardrails
Summary
The post critiques over-reliance on AI summarization and highlights how multilingual guardrails can differ in effectiveness across languages. Through projects on bilingual shadow reasoning, multilingual safety evaluation, and guardrail evaluation, the author demonstrates significant language-based gaps and the need to integrate continuous evaluation with guardrail design for responsible AI use.