# SwaVid Research: Diagnosis-First Learning Notes | SwaVid

SwaVid research notes and whitepapers on diagnosis-first learning for Indian Classes 6-10: diagnosis before generation, how the next question is chosen

Canonical: https://www.swavid.com/research

Source: https://www.swavid.com/research

# Notes and whitepapers

## Diagnosis before generation

## How SwaVid chooses the next question

## Learning before answering

SwaVid Research

The methods and measured results behind SwaVid's diagnosis-first learning engine.

The learning-science case for mapping before teaching.

The graph, cost function, splits, and measured results.

Why the tutor maps the learner before it answers.

## Key Links

- [Diagnosis before generation Published 24 July 2026 The learning-science case for mapping before teaching. Read the note](https://www.swavid.com/research/why-diagnosis-first)
- [How SwaVid chooses the next question Published 26 July 2026 The graph, cost function, splits, and measured results. Read the note](https://www.swavid.com/research/how-swavid-chooses-the-next-question)
- [Learning before answering Published 26 July 2026 Why the tutor maps the learner before it answers. Read the note](https://www.swavid.com/research/learning-before-answering)