Research and field notes

Ideas for building AI products that hold up.

Searchable articles on LLMs, SLMs, AI product architecture, and PackitReady.

Custom LLMs / 1 min read

Custom LLM vs. General-Purpose AI: What Should Your Business Build?

A practical guide to deciding whether your company needs a custom LLM system or a simpler general-purpose AI workflow.

Read article

Small Language Models / 1 min read

When a Small Language Model Is the Smarter Product Choice

Small language models can outperform larger systems when the product needs speed, privacy, cost control, or narrow task precision.

Read article

PackitReady / 1 min read

From Menu Photo to Ordering Experience: The AI Behind PackitReady

How Moat Softwares is approaching PackitReady: an in-development product for turning a restaurant menu photo into an AI-generated ordering page.

Read article