Kalshi Head of Institutional Andy Ross said the main risk around AI agents stems from flawed human instructions and system setup rather than autonomous machine failure. He argued it is easier to blame a malfunctioning system than to acknowledge errors in how it was configured. Ross also said prediction markets are not pricing in elevated odds of an AI doomsday outcome. Kalshi's market tied to the "Citrini scenario" continues to indicate a low perceived likelihood.