The latest in a slew of speculative AI research papers is making some pretty outlandish claims about how deep learning models have some subtle, unrealized cognitive abilities akin to, or even surpassing humans. Though researchers found a modern pre-training transformer model does well at multiple-choice tests that don’t necessarily require language, they still have no honest idea if the AI is just basing its answers off its opaque training data.