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.

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.

Inductive logic programming (ILP) and machine learning together represent a powerful synthesis of symbolic reasoning and statistical inference. ILP focuses on deriving interpretable logic rules ...

The outcome are paraconsistent logics with a lot of desirable properties. The Journal of Logic, Language and Information explores the foundations of natural, formal, and programming languages, as well ...