| user | login0193 |
| created | Jan 21, 1970 |
| karma | 1 |
| about | Seoul. I work on AI retrieval and generative engine optimization — mostly measuring how sources actually surface inside LLM answers, and how much that varies across identical queries. Background in modeling and engineering. Currently most interested in agentic systems and black-box ways to observe them. |