A simple yet effective post-processing method for detecting unknown intent in dialogue systems based on pre-trained deep neural network classifiers

Code for submitted paper

Autonomous AI prediction market bot for Polymarket. Claude analyzes markets without seeing the price, calibrates its own confidence, sizes with Kelly criterion. Paper mode by default.