Breakdown of the Groundbreaking claim
The researchers assert that Transformers can solve any problem, implying a potential universality akin to a Turing machine. However, this capability comes with a critical qualification: the Transformer must be allowed to generate as many intermediate reasoning tokens as needed. This highlights the importance of gradual, step-by-step approaches in problem-solving.