Opinions Tag

Adapters

2 posts

Teaching Smaller Models

Adapters are where business IP starts to live

Adapter-led AI makes domain knowledge portable, governable, and cheaper to operate than repeatedly prompting frontier models.

Why smaller models need teachers — Smaller models do not need to know everything. They need to be taught the task, the business, and the boundary conditions.

Teaching Smaller Models

AI Agents Model Upskilling Adapters

Why smaller models need teachers

Smaller models do not need to know everything. They need to be taught the task, the business, and the boundary conditions.

Most businesses are sitting on information they can’t use at speed. The people who hold it are busy, and when they leave, the knowledge goes with them. The documents are static, and the processes around them weren’t designed for AI.

Advanced Analytica works with these businesses to turn that information into structured data assets. Once they're integrated, AI systems can govern it, and the business can use it. We bring in the strategy, the specification and the AI skills to rework how the business operates.

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