#LLM

5 posts

AI & Data•Feb 10, 2026•12 min read

AI in Government Public Services: How Risk Management Is Getting a Serious Upgrade

A practical look at how AI is transforming government public services - from tax compliance and fraud detection to taxpayer experience. Real use cases, real ROI numbers, and what IT teams should know about this fast-moving space.

AIGovernmentPublic ServicesRisk ManagementTax AdministrationPredictive AnalyticsLLMDigital Transformation

AI & Data•Feb 06, 2026•14 min read

RAG Is Easy to Build, Hard to Get Right: Pain Points Every Practitioner Hits

A practitioner's guide to the real-world pain points of Retrieval-Augmented Generation — from chunking disasters and hallucinating citations to multilingual headaches — and the battle-tested solutions that actually work.

RAGRetrieval-Augmented GenerationChunkingEmbeddingsAgentic RAGMultimodal RAGLLMBest Practices

AI & Data•Jan 29, 2025•13 min read

Open-Source LLMs: A starter guide

This comprehensive guide explores open-source LLMs, covering their core components, evaluation methodologies, best practices for implementation, and critical training data considerations. It also compares LLM open-source ecosystems with traditional open-source models while addressing potential risks and mitigation strategies.

LLMOpen SourceModelTrainingEvaluationBest PracticesDataSecurityRisksMitigationBenchmarkComplianceOWASPHallucination

AI & Data•Jan 24, 2025•13 min read

Agentic AI - A Comprehensive Overview for Data Professionals

offers a comprehensive overview of Agentic AI, delving into its definition, benefits, potential, limitations, future prospects, and use cases across various industries.

AIAgentic AILLMChatbotData SecurityData Compliance

Programming•Dec 27, 2024•4 min read

Building with AI - My Experience with Cursor Composer

A wrap-up of my experience with Cursor Composer, a tool that helps me build with AI.

CursorAILLMPromptCode Generation