'Current LLMs are not capable of genuine logical reasoning; instead, they attempt to replicate the reasoning steps observed in their training data,' the Apple team said.

While we wait for the Age Of Apple Intelligence, it may be worth considering a recent Apple research study that exposes critical weaknesses in existing artificial intelligence models.

Apple's researchers wanted to figure out the extent to which LLMs such as GPT-4o, Llama, Phi, Gemma, or Mistral can actually engage in genuine logical reasoning to reach their conclusions/make their recommendations.

The study shows that, despite the hype, LLMs (large language models) don't really perform logical reasoning -- they simply reproduce the reasoning steps they learn from their training data. That's quite an important admission.