Ainstein School | Research

The science we build on

No feature ships without naming its theory.

Ainstein keeps a written design constitution: every feature must name the learning science it serves, and pass checks for autonomy, kind language, and honest evidence. Here is the shelf it stands on, labeled the way we label it internally.

Retrieval practice Established

Every review is an act of remembering, never re-reading. Explaining out loud counts as evidence. (Roediger & Karpicke)

The spacing effect Established

Reviews return after 1, 3, 7, 14, 30, 60 days. Nothing counts as durable without a real delay, cramming cannot pass the gate.

Mastery learning Established

Time is the variable, mastery is the constant. Prerequisites gate new content; the calendar doesn’t. (Bloom)

Desirable difficulties Established

Minimal hints, delayed retrieval, productive struggle by design. Easy learning fades; hard learning stays. (Bjork)

Worked examples & the ZPD Established

Novices study worked examples; support fades as skill grows, and comes back when it’s needed. (Sweller, Vygotsky)

Learning by teaching Established

Weekly peer-teaching rotation. Teaching is the only path to the highest mastery level, you can’t fake it.

Interleaving Established

Practice mixes related topics, proven. Rotating whole subjects for connected thinking is our deliberate extension, and we say so. (Rohrer)

Metacognition & calibration Established

Weekly self-assessment held against the evidence: blind spots named kindly, hidden strengths surfaced with proof. (Flavell)

Self-efficacy Established

Victory memories in the child’s own words, offered back at hard moments. Confidence from their own record. (Bandura)

Growth mindset Promising, with nuance

“Not yet” as system language; praise for strategy, never for ability. The environment carries the message, we don’t preach it. (Dweck)

Mindful self-compassion Established

Struggle-moment language holds kindness and common humanity: “this mix-up has a name, thousands of learners make it.” (Neff & Germer)

No rewards for learning Our philosophy

No points, badges, or leaderboards, ever, a choice we make, strongly backed by motivation research. (Kohn; Deci & Ryan)

When the evidence is nuanced, we say “nuanced.” When something is our philosophy, we say that too. Distrust any school that claims everything it does is proven.

Rigor

More rigorous, not less.

Parents worry that “alternative” means “do whatever you want.” Ainstein is the opposite.

No hiding.

In a class of thirty, a child can disappear. Here, every weak concept is visible, not to punish, but to address.

No faking.

You can memorize for a test and forget it. You cannot fake explaining a concept to another student.

No skipping.

Progress follows mastery, not the calendar. Nobody moves on while the foundation is cracked.

No mystery.

Ask your child “what did you learn today?”, they can show you. Real work, real evidence, every day.

Traditional schools produce grades. Ainstein produces understanding you can see: students who ask sharper questions, connect ideas across disciplines, and use AI without outsourcing their mind.

Top 5%Our stated goal on MAP national norms, US-wide

Measured by the same yardstick as every American school.

Ainstein students take MAP® Growth, the independent, nationally normed assessment used by millions of students across the United States. Same test, same norms, same standards.

An external measure we don’t control, you never have to take our word for progress.
Percentile and growth scores against US national norms, two to three times a year, shared with you in plain language.
Used on day one to place your child exactly where they actually are, not where their birth year says they should be.

The learning science shelf behind Ainstein.