The struggle of Artificially Imitated Intelligence in specialist domains

And why the path to real intelligence goes through ontologies and knowledge graphs

Those who follow me, might remember a similar AI rant from a year ago, under the pseudonym “Grumpy Risk Manager”. Now I’m back, grumpier than ever, with specific examples but also ideas for solutions!

Introduction

• Large Language Models (LLMs) like ChatGPT are impressive in their ability to discuss generic topics in natural language.
• However, they struggle in specialist domains such as medicine, finance and …

artificial intelligence author domains ever examples finance ideas intelligence knowledge knowledge graph language language models large language models llms manager ontologies path rant risk risk-management solutions specialist struggle through