Tag

ai-limitations

5 articles tagged “ai-limitations”.

More Than Words: The Challenge of Teaching AI True Language Understanding

Natural Language Processing (NLP) is a branch of AI focused on enabling computers to understand, interpret, and generate human language. While modern NLP, powered by Large Language Models (LLMs),

ai-limitationsgrounding-problemlanguage-understanding
Why Do AIs Make Things Up? Understanding the 'Hallucination' Phenomenon Further

You ask an AI chatbot for a summary of a historical event, and it confidently tells you about the "Great Molasses Flood of 1919 in Chicago." There's just one problem: while the Great Molasses Flood

ai-accuracyai-hallucinationsai-limitations
Causal Reasoning vs. Correlation: The Great Hurdle for Modern AI

An AI observes that hospitals with more ice cream sales have higher death rates. Its recommendation? Ban ice cream from hospitals to save lives. This sounds absurd, but it perfectly illustrates one

ai-limitationscausal-inferencecausal-reasoning
The Grounding Problem: How Can LLMs Ever Know What a "Cat" Is?

A language model can tell you that cats are furry, have whiskers, purr when happy, and chase mice. It can write poetry about cats, explain their evolutionary history, and even generate convincing

ai-limitationsembodimentgrounding-problem
What Are AI Hallucinations and Why Do They Matter?

You ask an AI for a simple fact, and it responds with complete confidence - except what it tells you never happened. Welcome to the strange world of AI hallucinations, where sophisticated language

ai-accuracyai-hallucinationsai-limitations