𝗠𝗼𝗿𝗲 𝘁𝗵𝗮𝗻 𝟭𝟬 𝗺𝗶𝗹𝗹𝗶𝗼𝗻 𝗽𝗲𝗼𝗽𝗹𝗲 𝘀𝗲𝘁 𝘂𝗽 𝗮 𝗽𝗲𝗿𝘀𝗼𝗻𝗮𝗹 𝗔𝗜 𝗮𝗴𝗲𝗻𝘁 𝗶𝗻 𝗮𝗯𝗼𝘂𝘁 𝘀𝗶𝘅 𝘄𝗲𝗲𝗸𝘀. That is what Meta's CEO said on its earnings call this week about Muse personal agents in the US and Canada. Ten million people, in a month and a half. 𝗧𝗵𝗶𝘀 𝗶𝘀 𝗵𝗼𝘄 𝗳𝗮𝘀𝘁 𝗮𝗴𝗲𝗻𝘁𝘀 𝗮𝗿𝗲 𝗴𝗼𝗶𝗻𝗴 𝗺𝗮𝗶𝗻𝘀𝘁𝗿𝗲𝗮𝗺. Most of those people will never read a model card or a risk policy. They will simply ask their agent to do things, and some of those things will involve money. So I keep coming back to three questions: ⤞ What is the agent allowed to do? ⤞ How has it behaved under pressure before? ⤞ Can anyone replay its decisions and check them? 𝗧𝗵𝗲 𝗳𝗶𝗿𝘀𝘁 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻 𝗶𝘀 𝗮𝗯𝗼𝘂𝘁 𝗽𝗲𝗿𝗺𝗶𝘀𝘀𝗶𝗼𝗻𝘀, 𝗮𝗻𝗱 𝘁𝗵𝗲 𝗼𝘁𝗵𝗲𝗿 𝘁𝘄𝗼 𝗮𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗲𝘃𝗶𝗱𝗲𝗻𝗰𝗲. AINFT is built around the evidence side, starting with trading agents, where mistakes are expensive. It tests agents on BTC and ETH paper markets, so the pressure is real but no capital moves. Ten million agents need more than enthusiasm. They need a standard. The earnings headline is here 👇 https://t.co/rZWoJtQzS1 @justinsuntron @AINFTcom #TronEcoStar