Interesting approach to AI training here: the team focused heavily on building critical thinking capabilities into their model. They ran intensive training cycles specifically targeting logical reasoning - apparently that part was tougher than expected. Once they had a solid baseline with strong analytical skills, they scaled it up, running the model through massive iteration loops across their top million data points. It's a reminder that raw scale isn't everything; targeted capability development can be just as crucial in model performance.