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AI Topics

Core concepts and applied patterns, written for builders.

Fundamentals

Transformers Explained

The architecture behind every modern LLM.

18 min

Prompt Engineering

Patterns that consistently improve model output.

16 min

Safety & Alignment

RLHF, DPO, and constitutional methods.

10 min

Applications

Retrieval-Augmented Generation

Ground LLMs in your own data without fine-tuning.

10 min

AI Agents & Tool Use

LLMs that plan, act, and use tools autonomously.

9 min

Training

Fine-Tuning LLMs

Adapt a base model to your task or style.

12 min

Evaluating LLMs

From benchmarks to production evals.

11 min

Architectures

Mixture of Experts

Scale parameters without scaling compute.

8 min