Deep dive · · 5 min read
Your AI system's biggest problem is probably not the model
Six days of production AI notes, and the model choice never once turned out to be the thing that broke.
Topic
Models
3 entries and 1 reference.
In the glossary: Threat model, MCP (Model Context Protocol), Model gateway, what each means and how to say it in a review
Part of AI & Models: all AI & Models entries · the AI & Models lens on the map
Entries
Explainer · · 2 min read
Why LLMs feel intelligent but still generate one step at a time
The practical reason LLM behavior needs constraints, validation, and repeatable output design.
Explainer · · 2 min read
Why model choice is rarely the first production AI problem
Why production AI succeeds or fails in the system around the model, not in the model choice alone.
References
- Read
Attention Is All You Need
arXiv · Deep dive · The transformer paper. Still the right starting point for understanding what the model underneath is doing.