Does AI Have "Intelligence"? | Thinking from the Perspectives of Brain Neuron Structure, Semantic Understanding, and Reasoning Mechanisms

IntroductionWhen you ask ChatGPT a difficult question, it returns an answer as if a human were organizing their thoughts in ...
Unite.AI

AI That Understands – Why Data Meaning Is the Key to Trustworthy and Explainable AI

The Paradox of Powerful but Fragile AI Artificial Intelligence has made extraordinary progress in recent years. From ...

Humans understand essentially, while AI understands statistically. Is that really true?

Perhaps both humans and AI understand things based on regularities and relationships acquired through learning.Thinking about ...
HIT Consultant

Healthcare’s Semantic AI Blind Spot: Why LLMs Cannot Replace Deterministic Data Infrastructure

Healthcare AI has reached an inflection point. AI is rapidly moving from isolated demonstrations to production systems embedded in clinical, operational, and research workflows. A new generation of AI ...

How LLM developers are solving semantic erosion to keep human intent alive

The core challenges of semantic erosion and the intent compression paradox that LLMs face, and how developers address these ...