Cobus GreylingHow Would The Architecture For An LLM Agent Platform Look?A recent study explored how LLM-based agent architecture might look in the future. This architecture is segmented into three stages…2d ago2d ago
Cobus GreylingHILL: Solving for LLM Hallucination & SlopHILL is a prototypical User Interface which highlight hallucinations to LLM users, enabling them to assess the factual correctness of an…3d ago3d ago
Cobus GreylingTeaching LLMs To Say “I don’t Know”Rather than fabricating information when presented with unfamiliar inputs, models should rather recognise untrained knowledge & express…4d ago4d ago
Cobus GreylingComparing LLM Agents to Chains: Differences, Advantages & DisadvantagesIn this article I put into plain terms the difference between chains and agents, and what will work best for certain applications.4d ago4d ago
Cobus GreylingCan Minor Document Typos Comprehensively Disrupt RAG Retriever & Reader Components?Retrieval-Augmented Generation (RAG) is effective in leveraging LLM in-context learning (ICL) capabilities. But are we missing how…6d ago6d ago
Cobus GreylingEnterprise Prompt Engineering PracticesBy analysing sessions of prompt editing behaviour, IBM identified patterns in prompt refinement, including the aspects users iterate on and…May 17May 17
Cobus GreylingFive Levels Of AI AgentsAI Agents are defined as artificial entities which can perceive their environment, make decisions and take actions based on tools…May 165May 165
Cobus GreylingGALE Is A Next-Gen Generative AI Productivity SuiteThe GALE platform is the Swiss Army knife for enterprise AI. Capable of automating mid-office & back-office tasks with precision…May 151May 151
Cobus GreylingThe Conversational AI Technology Landscape: Version 5.0This market architecture map, originating from research focused on chatbot development frameworks, serves as the foundation of my original…May 14May 14
Cobus GreylingA Short History Of LLMs & Conversational UIsIt is said that every good AI strategy starts with a data strategy. Considering the adoption of LLMs in general and specifically within…May 13May 13