8bit.tr Journal
AI Systems
3 articles tagged with AI Systems.
December 24, 2025
Hallucination Mitigation Systems: Engineering for Factuality
A systems-level approach to reducing hallucinations using retrieval, verification, and structured generation.
December 19, 2025
Causal Reasoning for LLM Systems: From Correlation to Control
A technical guide to causal reasoning in AI systems, with practical patterns for reducing spurious correlations in LLM workflows.
December 5, 2025
Retrieval-Augmented Generation (RAG): Architecture, Pitfalls, and Best Practices
A practical guide to building RAG systems that are accurate, fast, and easy to maintain in production.