Aravind Vasudevan · Research Index

Alpha School Research

An independent, evidence-badged research programme into how Alpha School — and the wider "2 Hour Learning" model — actually works, day in and day out. Built as a reference for understanding, replicating, localising, and improving the product stack for an Indian (CBSE / NEP) context.

What this page is

A growing, living index of research artifacts on the Alpha School system. Each artifact is self-contained and cites its sources (official Alpha material, press, parent accounts, analysis, and investigative reporting), and each claim is badged for evidence quality — doc Alpha-stated · reported press/parents · inferred our synthesis. I'll keep adding and revising here as the research deepens. This is reference material for a build project; it is not an endorsement of Alpha's claims.

How to read it

Start with the day-in-side deep dive. It's the lived, minute-level experience — two contrast students (a 4th-grader and a 9th-grader), the full 8:15–4:00 day, a zoomed core block, and how the system makes deliberate decisions (shown in brackets) at each step.

Then the system Atlas. It's the architecture view — every component, tier, and stakeholder in one filterable map, including the product stack and the motivation economy.

Treat all growth numbers as claims, not audits. The headline "2.6×" figure is methodologically broken as published; independent recomputation lands nearer 1.3–1.7×. Where evidence is contested (some surveillance/demotion-tier reporting), it is deliberately held out of these models.

Deep dive · interactive

A Day Inside Alpha School

Two students, one machine · 8:15–4:00 · core-block zoom · age bands · tool roles · buildability

Student experience walkthroughs for a primary→middle student (G4) and a middle→high student (G9), with the system's deliberate design decisions bracketed at each step. Appendices cover what each tool does and which pieces are easiest to build or reuse ourselves.

Open the deep dive →
System map · interactive

Alpha School — System Atlas

26 components · 5 tiers · filters by age band, stakeholder, and source

The architecture behind the day: the learning OS and product stack, the motivational economy, the Human OS (guides and rituals), and the business model — an inspectable map with evidence source on every component.

Open the System Atlas →
Living document. Updated as research continues — expect new artifacts, tighter sourcing, and India-localisation notes over time. The underlying Markdown report (evidence-weighted model, India/CBSE-NEP yearwise verdicts, costed build plan) and the build-vs-reuse evaluations remain private working documents.