Tokenized agents blur two things we used to separate: narratives people trade, and systems that can actually move capital. Current AI still fails in predictable ways: parsing errors, tool misuse, context mistakes, prompt-injection vulnerability. Those behaviors are manageable in chat. They’re high-risk when tied to capital. To minimize risks, tokenized trading agents like LOBSTAR must ensure they limit what the system can execute, define permissions, simulate transactions, and assume the model will occasionally be wrong.(Sahara AI 🔆)