Resources
Content Library
Articles, guides, and workshops — organized for clarity.
Level
Audience
Format
8 resources found
BeginnerArticle
How Large Language Models Actually Work
A clarity-first walkthrough of tokens, attention, and prediction — without the math overwhelm.
18 minRead →
IntermediateGuide
Transformers as Information Pipelines
Visual mental model for understanding encoder-decoder architecture.
24 minRead →
BeginnerArticle
AI Decision Frameworks for Leaders
When to adopt, when to wait, and how to evaluate AI tools systematically.
15 minRead →
BeginnerArticle
ChatGPT Explained for Students
Friendly analogies that make AI assistants understandable and safe to use.
12 minRead →
AdvancedGuide
RAG vs. Fine-Tuning: A Practical Guide
Choose the right approach for your use case with clear decision criteria.
22 minRead →
BeginnerWorkshop
Neural Networks as Pattern Recognizers
Build intuition for how networks learn — using everyday examples.
16 minRead →
IntermediateArticle
Prompt Engineering Without the Hype
Practical techniques grounded in how models actually process instructions.
20 minRead →
IntermediateGuide
AI Risk Assessment for Teams
A structured framework for evaluating AI deployment risks in your organization.
14 minRead →