--- title: Cobus Greyling description: Cobus is Chief Evangelist at Kore.ai, he explores and writes daily about all things at the intersection of AI & language. --- [![Kore.ai_logo-latest](https://blog.kore.ai/hubfs/Kore.ai_logo-latest.svg "Kore.ai_logo-latest")](https://kore.ai/) - AI Offerings - [AI for Work](https://kore.ai/ai-for-work/) - [AI for Service](https://kore.ai/ai-for-service/) - [AI for Process](https://kore.ai/ai-for-process/) - Agent Platform - [Agentic Platform](https://kore.ai/agentic-platform/) - Capabilities - [Multi Agent Orchestration](https://kore.ai/agent-platform/multi-agent-orchestration/) - [AI Engineering Tools](https://kore.ai/agent-platform/ai-engineering-tools/) - [Search and Data AI](https://kore.ai/agent-platform/search-data-ai/) - [AI Security, Compliance,
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& Governance](https://kore.ai/agent-platform/ai-security-compliance-governance/) - [No-Code & Pro-Code Tools](https://kore.ai/agent-platform/no-code-development-tools/) - [Integrations](https://kore.ai/agent-platform/integrations/) - AI Insights - [Agentic Continuum](https://kore.ai/beyond-ai-agents-the-rise-of-agentic-x-and-the-future-of-intelligent-automation/) - [Intelligent AI Agent Networks](https://kore.ai/the-future-of-enterprise-ai-why-you-need-to-start-thinking-about-agent-networks-today/) - Whitepaper - [Beyond AI Islands](https://kore.ai/gtd-bcg-beyond-ai-islands/) - [Agent Marketplace](https://kore.ai/marketplace/) - Resources - Knowledgebase - [Blog](https://blog.kore.ai/) - [Whitepapers](https://kore.ai/white-papers/) - [Research Analysis](https://kore.ai/research-analysis/) - [Webinars](https://kore.ai/webinars/) - Technical - [Documentation](https://developer.kore.ai/virtual-assistants/) - Introductions - [Generative AI 101](https://kore.ai/generative-ai-101-chapters/?utm_source=website&utm_medium=content&utm_campaign=main-nav) - [Responsible AI Framework](https://kore.ai/responsible-ai-framework/) - Company - Company - [About Us](https://kore.ai/about-us/) - [Contact Us](https://kore.ai/contact-us/) - [Leadership](https://kore.ai/leadership/) - [Careers](https://kore.ai/careers/) - [Newsroom](https://kore.ai/press/) - [Events](https://kore.ai/events/) - Reviews - [Analyst Recognition](https://kore.ai/analyst-recognition/) - [Customer Stories](https://kore.ai/customer-stories/) - Partners - [Partner Program](https://kore.ai/partners/) - [Become a Partner](https://info.kore.ai/partner-si) - [Find a Partner](https://kore.ai/find-a-partner/) - [Sign In](https://kore.ai/sign-in/) [![Kore.ai_logo-latest](https://blog.kore.ai/hubfs/Kore.ai_logo-latest.svg "Kore.ai_logo-latest")](https://kore.ai/) - AI Offerings - [AI for Work](https://kore.ai/ai-for-work/) - [AI for Service](https://kore.ai/ai-for-service/) - [AI for Process](https://kore.ai/ai-for-process/) - Agent Platform - [Agentic Platform](https://kore.ai/agentic-platform/) - Capabilities - [Multi Agent Orchestration](https://kore.ai/agent-platform/multi-agent-orchestration/) - [AI Engineering Tools](https://kore.ai/agent-platform/ai-engineering-tools/) - [Search and Data AI](https://kore.ai/agent-platform/search-data-ai/) - [AI Security, Compliance,
& Governance](https://kore.ai/agent-platform/ai-security-compliance-governance/) - [No-Code & Pro-Code Tools](https://kore.ai/agent-platform/no-code-development-tools/) - [Integrations](https://kore.ai/agent-platform/integrations/) - AI Insights - [Agentic Continuum](https://kore.ai/beyond-ai-agents-the-rise-of-agentic-x-and-the-future-of-intelligent-automation/) - [Intelligent AI Agent Networks](https://kore.ai/the-future-of-enterprise-ai-why-you-need-to-start-thinking-about-agent-networks-today/) - Whitepaper - [Beyond AI Islands](https://kore.ai/gtd-bcg-beyond-ai-islands/) - [Agent Marketplace](https://kore.ai/marketplace/) - Resources - Knowledgebase - [Blog](https://blog.kore.ai/) - [Whitepapers](https://kore.ai/white-papers/) - [Research Analysis](https://kore.ai/research-analysis/) - [Webinars](https://kore.ai/webinars/) - Technical - [Documentation](https://developer.kore.ai/virtual-assistants/) - Introductions - [Generative AI 101](https://kore.ai/generative-ai-101-chapters/?utm_source=website&utm_medium=content&utm_campaign=main-nav) - [Responsible AI Framework](https://kore.ai/responsible-ai-framework/) - Company - Company - [About Us](https://kore.ai/about-us/) - [Contact Us](https://kore.ai/contact-us/) - [Leadership](https://kore.ai/leadership/) - [Careers](https://kore.ai/careers/) - [Newsroom](https://kore.ai/press/) - [Events](https://kore.ai/events/) - Reviews - [Analyst Recognition](https://kore.ai/analyst-recognition/) - [Customer Stories](https://kore.ai/customer-stories/) - Partners - [Partner Program](https://kore.ai/partners/) - [Become a Partner](https://info.kore.ai/partner-si) - [Find a Partner](https://kore.ai/find-a-partner/) - [Sign In](https://kore.ai/sign-in/) [Try for free](https://kore.ai/try-kore-platform-for-free/) # Kore.ai Technical Blog One-stop for everything related to AI-first experience automation Search By Topic ChatGPT BankAssist Banking Virtual Assistant HrAssist SearchAssist SmartAssist WorkAssist Virtual Assistant Platform Retail IT Assist Clear #### [LLMs Training SLMs](https://blog.kore.ai/cobus-greyling/llms-training-slms-2) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) Microsoft Research shows how they used LLMs to train SLMs without any RLHF… [Read More](https://blog.kore.ai/cobus-greyling/llms-training-slms-2) [![](https://blog.kore.ai/hubfs/2025-05-20_07-56-17.jpg)](https://blog.kore.ai/cobus-greyling/llms-training-slms-2) #### [Large Impact: The Rise of Small Language Models](https://blog.kore.ai/cobus-greyling/large-impact-the-rise-of-small-language-models-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ###### The growth of products and services related to Large Language Models (LLMs) has been remarkable. And it’s evident that... [Read More](https://blog.kore.ai/cobus-greyling/large-impact-the-rise-of-small-language-models-1) [![](https://blog.kore.ai/hubfs/2025-05-15_08-50-52.png)](https://blog.kore.ai/cobus-greyling/large-impact-the-rise-of-small-language-models-1) #### [RAG, Data Privacy, Attack Methods & Safe-Prompts](https://blog.kore.ai/cobus-greyling/rag-data-privacy-attack-methods-safe-prompts-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### A study explored RAG security vulnerabilities and ways in which private data can be accessed via retrieval datasets.... [Read More](https://blog.kore.ai/cobus-greyling/rag-data-privacy-attack-methods-safe-prompts-1) [![](https://blog.kore.ai/hubfs/2025-05-12_07-26-19%20SDG%20CG.png)](https://blog.kore.ai/cobus-greyling/rag-data-privacy-attack-methods-safe-prompts-1) #### [MultiHop-RAG](https://blog.kore.ai/cobus-greyling/multihop-rag-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### This direction in RAG architecture to establish a wider context via a process of orchestration and chains over... [Read More](https://blog.kore.ai/cobus-greyling/multihop-rag-1) [![](https://blog.kore.ai/hubfs/2025-05-09_06-38-12.png)](https://blog.kore.ai/cobus-greyling/multihop-rag-1) #### [Time-Aware Adaptive RAG (TA-ARE)](https://blog.kore.ai/cobus-greyling/time-aware-adaptive-rag-ta-are-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) # Understanding Time-Aware Adaptive Retrieval (TA-ARE) ## Introduction With the advent of Large Language Models (LLMs)... [Read More](https://blog.kore.ai/cobus-greyling/time-aware-adaptive-rag-ta-are-1) [![](https://blog.kore.ai/hubfs/taare.png)](https://blog.kore.ai/cobus-greyling/time-aware-adaptive-rag-ta-are-1) #### [Proxy Fine-Tuning LLMs](https://blog.kore.ai/cobus-greyling/proxy-fine-tuning-llms-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### Proxy fine-tuning achieves the results of directly tuning a LLM, but by accessing *only its prediction…* [Read More](https://blog.kore.ai/cobus-greyling/proxy-fine-tuning-llms-1) [![](https://blog.kore.ai/hubfs/2025-04-23_10-44-33%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/proxy-fine-tuning-llms-1) #### [Demonstrate, Search, Predict (DSP) for LLMs](https://blog.kore.ai/cobus-greyling/demonstrate-search-predict-dsp-for-llms) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) #### This study which is just over a year old from Stanford, makes for interesting reading and illustrates how far we have... [Read More](https://blog.kore.ai/cobus-greyling/demonstrate-search-predict-dsp-for-llms) [![](https://blog.kore.ai/hubfs/2025-04-17_14-50-40%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/demonstrate-search-predict-dsp-for-llms) #### [T-RAG = RAG + Fine-Tuning + Entity Detection](https://blog.kore.ai/cobus-greyling/t-rag-rag-fine-tuning-entity-detection-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) The T-RAG approach is premised on combining RAG architecture with an open-source fine-tuned LLM and an entities tree... [Read More](https://blog.kore.ai/cobus-greyling/t-rag-rag-fine-tuning-entity-detection-1) [![](https://blog.kore.ai/hubfs/2025-04-14_10-51-19.jpg)](https://blog.kore.ai/cobus-greyling/t-rag-rag-fine-tuning-entity-detection-1) #### [Beyond Chain-of-Thought LLM Reasoning](https://blog.kore.ai/cobus-greyling/beyond-chain-of-thought-llm-reasoning-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) #### This approach can be implemented on a prompt level and does not require any dedicated frameworks or pre-processing. [Read More](https://blog.kore.ai/cobus-greyling/beyond-chain-of-thought-llm-reasoning-1) [![](https://blog.kore.ai/hubfs/2025-04-10_15-50-03.jpg)](https://blog.kore.ai/cobus-greyling/beyond-chain-of-thought-llm-reasoning-1) #### [Comparing Human, LLM & LLM-RAG Responses](https://blog.kore.ai/cobus-greyling/comparing-human-llm-llm-rag-responses-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### A fairly recent study, focused on the healthcare & preoperative medicine compared expert human feedback with LLM... [Read More](https://blog.kore.ai/cobus-greyling/comparing-human-llm-llm-rag-responses-1) [![](https://blog.kore.ai/hubfs/2025-04-09_12-04-36.jpg)](https://blog.kore.ai/cobus-greyling/comparing-human-llm-llm-rag-responses-1) 1 [2](https://blog.kore.ai/cobus-greyling/page/2) ## Leave Comment ![Kore.ai_Logo_Black (12)](https://blog.kore.ai/hs-fs/hubfs/Kore.ai_Logo_Black%20(12).png?width=132&height=32&name=Kore.ai_Logo_Black%20(12).png)   ##### Let’s work together Get answers and a customized quote for your projects [Submit RFP](https://info.kore.ai/request-quote) ##### AI OFFERINGS - [AI for Work](https://kore.ai/ai-for-work/) - [AI for Process](https://kore.ai/ai-for-process/) - [AI for Service](https://kore.ai/ai-for-service/) ##### DEVELOPERS - [Community](https://community.kore.ai/) - [Docs](https://docs.kore.ai/) - [Kore.ai Academy](https://academy.kore.ai/) - [Status](https://status.kore.com/?__hstc=59894770.fe7b8349b8ca5b1ecd3df202af95e5a3.1752466536142.1752466536142.1752820250645.2&__hssc=59894770.5.1752820250645&__hsfp=945770823) - [Changelog](https://docs.kore.ai/xo/getting-started/whats-new-in-xo-platform/) ##### KORE.AI AGENT PLATFORM - [Agent Platform](https://kore.ai/agent-platform/) - [Multi Agent Orchestration](https://kore.ai/agent-platform/multi-agent-orchestration/) - [AI Engineering Tools](https://kore.ai/agent-platform/ai-engineering-tools/) - [Search and Data AI](https://kore.ai/agent-platform/search-data-ai/) - [AI Security, Compliance,
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