Research

Research and Learning Principles

AI Kalvi is designed around established learning principles: active recall, formative assessment, spaced review, Socratic questioning, worked examples, visual reasoning and targeted remediation.

Active Recall

Students are asked to produce answers, not only watch explanations. This helps reveal whether a concept has been understood.

Formative Assessment

Frequent low-stakes questions identify gaps early, before they become exam-level weaknesses.

Socratic Teaching

The AI asks guided questions so learners reason toward answers instead of receiving every answer immediately.

Visual Learning

Whiteboard diagrams and stepwise visuals support topics that are difficult to understand through text alone.

Adaptive Remediation

When a learner struggles, the system can revisit prerequisites, change the example or simplify the explanation.

Measurement

Progress tracking helps students and families understand learning effort, topic coverage and likely revision needs.

WA