Salayan Blog

Our Latest Articles

Knowledge, experience and insights from Team Salayan on software development, AI and technology.

Federated Learning: Privacy-Preserving ML in 2026
AI & Machine Learning
8 min read

Federated Learning: Privacy-Preserving Machine Learning in 2026

Federated learning is transforming machine learning by keeping data on devices. In 2026, privacy-preserving AI is no longer optional. This guide explains how federated learning works, its benefits, real-world applications, and how to get started with TensorFlow Federated and other modern tools.

Tackling AI Hallucinations in LLMs: A 2026 Guide
AI & Machine Learning
6 min read

Tackling AI Hallucinations in LLMs: A 2026 Guide

Large language models sometimes generate false or misleading information—a problem known as hallucination. In this 2026 guide, we explore why it happens and practical strategies to build more reliable AI systems.