Archive: 2025/08
- Mark Chomiczewski
- Aug, 29 2025
- 6 Comments
How to Manage Latency in RAG Pipelines for Production LLM Systems
Learn how to cut RAG pipeline latency from 5 seconds to under 1.5 seconds using streaming, intent classification, vector database tuning, and connection pooling - critical for production LLM systems.
- Mark Chomiczewski
- Aug, 16 2025
- 5 Comments
Truthfulness Benchmarks for Generative AI: How to Evaluate Factual Accuracy in 2025
Truthfulness benchmarks like TruthfulQA reveal how often generative AI models repeat false information. In 2025, top models like Gemini 2.5 Pro score 97% on factual accuracy tests - but real-world use still shows dangerous errors. Here’s how to evaluate and reduce AI hallucinations.