ML Resources and Guides

ChatGPT vs Claude — A Real-World Comparison

Same Prompt, Different Results: How Pre-Conversation Shapes Creative AI Output

Even with the same prompt, a creative AI may produce different results depending on the conversation that comes before it. In this article, I use a small manga comparison test to explore how short pre-conversations can influence the tone and direction of the resulting work.

Stability as a First-Class Constraint in Enterprise Multi-Tenant LLM Platforms

Your Obsidian Notes Just Got Smarter: A Personal Journey with AnythingLLM and Ollama

How LLMs See the World: The Hidden Logic of Tokenization

Demystifying the Tokenizer

When AI’s Neutral Analysis Is Read as Negative Advice

AI Integration Proves Less Profitable Than Expected

Data shows that AI Is increasing human workload instead of reducing it.

AI Agents Shouldn’t Relearn GitHub on Every Run

Why raw GitHub tooling wastes tool calls, pollutes the context window, and makes agent workflows less reliable

How Multimodal AI Actually Works: A Founder’s Plain-English Breakdown

The technology behind context-aware content moderation is less mysterious than it sounds. Here is exactly what is happening under the hood, and why it produces fundamentally better decisions.

How AI Agents Are Reshaping Cloud Infrastructure

Moving Beyond Static Scripts to Autonomous, Intent-Driven Cloud Orchestration