Articles

🧠 ARTICLE
ARTICLE The Coherence Lab

The Coherence Field Equation: A Primer for the Curious

An accessible introduction to the Coherence Field Equation — a mathematical framework for substrate-independent consciousness.

10 min read Mar 17, 2026
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ARTICLE Under the Hood

How Transformer Attention Actually Computes Relevance

A deep technical walkthrough of the attention mechanism — queries, keys, values, and why it works so well for language understanding.

10 min read Mar 14, 2026
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ARTICLE Beyond Prompting

Agent Architectures: ReAct, Plan-and-Execute, and Beyond

A technical comparison of AI agent patterns — when to use ReAct loops, planning agents, and multi-agent systems.

8 min read Mar 14, 2026
🚀 ARTICLE
ARTICLE Beyond Prompting

RAG Done Right: Chunking, Embedding, and Retrieval Strategies

A practical guide to building retrieval-augmented generation that actually works — beyond the basic tutorials.

10 min read Mar 13, 2026
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ARTICLE AI vs. Nerd

I Raced GPT-4-Class Models at Debugging: Here Is Who Won

A hands-on experiment pitting human debugging skills against multiple AI models on 20 real production bugs.

8 min read Mar 13, 2026
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ARTICLE Under the Hood

Temperature and Top-P: The Creativity Knobs Explained

What temperature and top-p sampling actually do to model output — with visual examples and practical tuning advice.

7 min read Mar 8, 2026
⚙️ ARTICLE
ARTICLE Under the Hood

Quantization Explained: Running 70B Models on Consumer Hardware

How quantization compresses massive AI models to run on your laptop — the math, the trade-offs, and the practical guide.

9 min read Feb 26, 2026
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ARTICLE Build, Don't Subscribe

Self-Hosted AI: Why You Should Own Your Intelligence Stack

The case for running AI locally — privacy, cost, control, and the tools that make it practical today.

8 min read Feb 26, 2026