Blog

Technical Deep Dive Research July 2025

The RAG Shortcut Problem: When AI Takes the Easy Way Out

Sharing practical insights on the behaviour of LLMs in the presence of context, focusing on factuality and truthfulness.

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Technical Deep Dive Research July 2025

The Context Problem: Why RAG Systems Struggle with Information Processing

Sharing practical insights on evaluating RAG systems in production environments, focusing on factuality and truthfulness.

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Technical Deep Dive Practical July 2025

Complete Technical Guide: LLM Training Concepts and Implementation Details

A comprehensive resource for understanding the intricacies of LLM training, from foundational concepts to advanced implementation strategies.

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Technical Deep Dive Research July 2025

Sparse Autoencoders and Awesome Tools to See What LLMs Are “Thinking”

Sharing useful tools I found to help me with my research, opening the black-box of LLMs using sparse autoencoders.

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Building Journey December 2024

From Mindfulness to Code: A Data Scientist's Journey Building a Production AI Agent System

Sharing my personal journey of building an AI-powered personal development assistant, from initial concept to production deployment.

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