Limitations Both AI-powered code generators and coding assistance tools have their limitations. For example, while GitHub has over 250 million code repositories alone, most of the data is unannotated.

Linking AI models to formal verification methods can correct LLM shortcomings such as false assertions. Amazon's Byron Cook ...

Limitations of Logic in ChatGPT In the context of language generation, ChatGPT’s design heavily leans on statistical patterns and learned associations, sidestepping explicit logical constructs.

Apple has bad news for AGI optimists. An Apple research paper reports major limitations with AI reasoning models' much-hyped "thinking" abilities.

The Journal of Logic, Language and Information explores the foundations of natural, formal, and programming languages, as well as the different forms of human and mechanized inference. It covers the ...