Liquid AI Open-Sources Antidoom: A Final Token Preference Optimization (FTPO) Method that Reduces Doom Loops in Reasoning Models
Liquid AI has launched Antidoom, an open-source methodology that targets a typical failure mode in reasoning fashions. That failure mode is the doom loop. In a doom loop, a mannequin emits a span. It then repeats that span many times. The output continues till the context window is exhausted. Small reasoning fashions are extra susceptible…
