An architecture guide for running AI at the edge with no cloud connection required.
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Technical Articles
Architecture Guide
5 Edge AI Architecture Patterns for Disconnected Environments
Explainer
Adversarial Machine Learning: Keeping Bad Actors from Compromising AI Models
Explainer
Explainable AI (XAI): Making Sense of AI Decisions
Explainer
The Cold Start Problem in Recommender Systems
Technical articles built from research, testing, and subject-matter expertise.
What it is
Long-form articles that explain a technology, architecture, or problem space. Formats include explainers, architecture guides, benchmarks, industry analysis, and educational series.
Who it's for
AI and developer tool companies publishing for engineers, technical decision-makers, and buyers who evaluate products in detail.
What gets delivered
- Explainer and "what is" articles
- Architecture and system deep dives
- Research-backed and benchmark-driven pieces
- Industry and market analysis
- Educational series and evergreen reference content
How I approach it
I read the documentation, test the product, review primary sources, and speak with engineers when the assignment requires it. The outline then connects that research to the question the reader came to answer.
Relevant work
An examination of common attacks against machine learning models and the defenses used against them.
Read articleAn introduction to methods for interpreting how AI systems reach their decisions.
Read articleHow recommender systems handle new users and items with no history to learn from.
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