PinnedPremkumar Kora·Dec 4, 2023Streaming Large Language ModelsLet us take a look into the difference between Large Language Models and Streaming Large Language Models.
InTowards AIbyPremkumar Kora·Dec 20, 2025Elevating RAG from Novelty to Strategic ImperativeThe ability of a RAG pipeline to impact the commercial ceiling of an enterprise application is directly proportional to the precision and…
InTowards AIbyPremkumar Kora·Dec 19, 2025Knowledge Graphs as the Deterministic Engine to Break the Commercial Ceiling of Enterprise AIThe adoption of Retrieval-Augmented Generation (RAG) is a strategic imperative for competitive advantage in regulated sectors like Finance…
InTowards AIbyPremkumar Kora·Dec 19, 2025Data Governance & Retrieval-Layer FilteringAs an Enterprise AI Architect, I can state unequivocally that the security and governance of the data feeding a Large Language Model (LLM)…A response icon1A response icon1
Premkumar Kora·Dec 19, 2025Managing Regulatory Risk in Enterprise AIDeploying “bare” or vanilla Large Language Models (LLMs) in regulated industries — Finance, Insurance, and Healthcare — is a fundamental…
InTowards AIbyPremkumar Kora·Dec 19, 2025The Context Constraint: Mitigating Regulatory Risk by Separating Skill from KnowledgeRisk mitigation via architectural necessity.
Premkumar Kora·Dec 14, 2025Understanding LLM’s Inherent Hallucination and Regulatory RiskLarge Language Models (LLMs), Regulatory Enviornments, Fine Tuning and Retrival Augument Generation(RAG)
InTowards AIbyPremkumar Kora·Dec 14, 2025Enterprise RAG: Maximizing Commercial Ceiling through Closed-Loop MLOps and LLM-as-a-JudgeThe deployment of Retrieval-Augmented Generation (RAG) systems in regulated industries — Finance, Insurance, and Healthcare — is not…
Premkumar Kora·Oct 21, 2025Context-Augmented Generation (CAG)Context-Augmented Generation (CAG) is an advanced prompting strategy designed to elevate the performance of Large Language Models (LLMs) by…
Premkumar Kora·Apr 22, 2025Prompt engineering — Key ComponentsUnderstanding Prompt Structure and Components
