--- title: Cobus Greyling (7) description: Cobus is Chief Evangelist at Kore.ai, he explores and writes daily about all things at the intersection of AI & language. (7) --- [![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/) [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 #### [Chain-of-Instructions (CoI) Fine-Tuning](https://blog.kore.ai/cobus-greyling/chain-of-instructions-coi-fine-tuning-going-beyond-instruction-tuning) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### This approach draws inspiration from Chain-of-Thought (CoT) prompting which generates step-by-step rationales from... [Read More](https://blog.kore.ai/cobus-greyling/chain-of-instructions-coi-fine-tuning-going-beyond-instruction-tuning) [![](https://blog.kore.ai/hubfs/2024-10-16_17-17-41%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/chain-of-instructions-coi-fine-tuning-going-beyond-instruction-tuning) #### [Performing Multiple LLM Calls & Voting On The Best Result Are Subject To Scaling Laws](https://blog.kore.ai/cobus-greyling/performing-multiple-llm-calls-voting-on-the-best-result-are-subject-to-scaling-laws) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### More LLM calls enhance performance on easy queries but diminish it on hard ones. ##### So what scaling laws can be... [Read More](https://blog.kore.ai/cobus-greyling/performing-multiple-llm-calls-voting-on-the-best-result-are-subject-to-scaling-laws) [![](https://blog.kore.ai/hubfs/2024-10-15_08-45-56%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/performing-multiple-llm-calls-voting-on-the-best-result-are-subject-to-scaling-laws) #### [Exploring the Purpose, Power & Potential of Small Language Models (SLMs)](https://blog.kore.ai/cobus-greyling/exploring-the-purpose-power-potential-of-small-language-models-slms-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) #### A number of very capable Small Language Models (SLMs) have been open-sourced recently. In this article you will find... [Read More](https://blog.kore.ai/cobus-greyling/exploring-the-purpose-power-potential-of-small-language-models-slms-1) [![](https://blog.kore.ai/hubfs/2024-10-14_07-14-17%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/exploring-the-purpose-power-potential-of-small-language-models-slms-1) #### [Self-Reflective Retrieval-Augmented Generation (SELF-RAG)](https://blog.kore.ai/cobus-greyling/self-reflective-retrieval-augmented-generation-self-rag) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) The SELF-RAG framework trains a single arbitrary language model to adaptively retrieve passages on-demand.To generate... [Read More](https://blog.kore.ai/cobus-greyling/self-reflective-retrieval-augmented-generation-self-rag) [![](https://blog.kore.ai/hubfs/2024-10-04_10-24-42%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/self-reflective-retrieval-augmented-generation-self-rag) #### [Prompt-RAG](https://blog.kore.ai/cobus-greyling/prompt-rag) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) #### Vector Embedding Free Retrieval-Augmented Generation ***While Prompt-RAG does come with its limitations, it can...*** [Read More](https://blog.kore.ai/cobus-greyling/prompt-rag) [![](https://blog.kore.ai/hubfs/2024-09-28_20-41-04%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/prompt-rag) #### [Please Stop Saying Long Context Windows Will Replace RAG](https://blog.kore.ai/cobus-greyling/please-stop-saying-long-context-windows-will-replace-rag-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### And I’m curious to know if anyone has innovative approaches to using long context windows efficiently? Long Context... [Read More](https://blog.kore.ai/cobus-greyling/please-stop-saying-long-context-windows-will-replace-rag-1) [![](https://blog.kore.ai/hubfs/2024-09-26_14-39-23%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/please-stop-saying-long-context-windows-will-replace-rag-1) #### [LLMs Training SLMs](https://blog.kore.ai/cobus-greyling/llms-training-slms-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### Research from Microsoft Research shows how they used LLMs to train SLMs without any RLHF… The primary focus in training... [Read More](https://blog.kore.ai/cobus-greyling/llms-training-slms-1) [![](https://blog.kore.ai/hubfs/2024-09-24_22-09-14%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/llms-training-slms-1) #### [The Evolution of Grounding & Planning In AI Agents](https://blog.kore.ai/cobus-greyling/the-evolution-of-grounding-planning-in-ai-agents) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) Simply put, intents are categories or classes used to classify conversations.Each interaction between a user and the... [Read More](https://blog.kore.ai/cobus-greyling/the-evolution-of-grounding-planning-in-ai-agents) [![](https://blog.kore.ai/hubfs/2024-09-23_19-22-31%20SDG.jpg)](https://blog.kore.ai/cobus-greyling/the-evolution-of-grounding-planning-in-ai-agents) #### [The Rise of Agentic AI: Zones, Models & Tools](https://blog.kore.ai/cobus-greyling/the-shift-from-large-language-models-to-smaller-vision-enhanced-models-the-rise-of-ai-agents-version-6) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ##### In recent developments within AI research, the focus has gradually shifted from reliance on Large Language Models... [Read More](https://blog.kore.ai/cobus-greyling/the-shift-from-large-language-models-to-smaller-vision-enhanced-models-the-rise-of-ai-agents-version-6) [![](https://blog.kore.ai/hubfs/2024-09-20_07-27-27.jpg)](https://blog.kore.ai/cobus-greyling/the-shift-from-large-language-models-to-smaller-vision-enhanced-models-the-rise-of-ai-agents-version-6) #### [LLM Drift, Prompt Drift & Cascading](https://blog.kore.ai/cobus-greyling/llm-drift-prompt-drift-cascading-1) [Cobus Greyling](https://blog.kore.ai/cobus-greyling/author/cobus-greyling) ###### Prompt Chaining can be performed manually or automatically; manual entails crafting chains by hand, via a GUI chain... [Read More](https://blog.kore.ai/cobus-greyling/llm-drift-prompt-drift-cascading-1) [![](https://blog.kore.ai/hubfs/2024-09-19_07-27-11.jpg)](https://blog.kore.ai/cobus-greyling/llm-drift-prompt-drift-cascading-1) 7 [8](https://blog.kore.ai/cobus-greyling/page/8) ## 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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