Caroline Ellison, former CEO of Alameda Research, is facing sentencing on Tuesday in New York. Prediction markets are indicating a high probability of her avoiding prison time, reflecting the argument for leniency based on her cooperation with prosecutors. However, there are also significant bets on short-term prison sentences, highlighting the uncertainty surrounding the case.