May 8, 2024, 6:01 a.m. | Konstantin Vasilev

Towards Data Science - Medium

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!

Source: author collage


  • 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

Software Engineer for AI Training Data (School Specific)

@ G2i Inc | Remote

Software Engineer for AI Training Data (Python)

@ G2i Inc | Remote

Software Engineer for AI Training Data (Tier 2)

@ G2i Inc | Remote

Data Engineer

@ | Remote: Europe, LATAM, Canada, UK, Asia, Oceania

Artificial Intelligence – Bioinformatic Expert

@ University of Texas Medical Branch | Galveston, TX

Lead Developer (AI)

@ Cere Network | San Francisco, US