OpenLeer Foundation
Research · Open Work

Knowledge growswhen it's shared.

Research links to code. Code links to datasets. Datasets link to projects. We share useful educational work with the community, guided by privacy, licensing, safety and safeguarding.

02Open Work

Knowledge, codeand educational models.

Explore the work behind accessible learning. Connect with our research priorities and contribute knowledge, code or classroom experience.

dataset· KnowledgeBuilding

Pebble Knowledge — curriculum-aligned knowledge corpus

Curated educational knowledge and curriculum resources, with licensing and provenance recorded per source.

code· LocalResearch

Pebble Local — offline deployment reference

A reference deployment for a school-local Pebble node and the devices it serves.

model· ModelsResearch

Pebble Models — specialised educational models

Model cards cover purpose, supported domains, languages, evaluation, known limitations and safety.

project· ClassroomBuilding

Pebble Classroom — technology supporting educators

Built with educators, not around them.

03Model cards

Every model,documented.

A Pebble model card accommodates purpose, supported domains, languages, context, evaluation, known limitations, safety and data disclosure — and links to the report, repository and related research.

Model documentation standard
Model namePebble Models
Version / dateRelease-specific documentation
StatusResearch
PurposeEducational support for learners, educators and communities
Supported domainsRelease-specific documentation
LanguagesRelease-specific documentation
Context / modalityRelease-specific documentation
EvaluationPebble Bench results, when available
Known limitationsPublished with the model card
SafetySafeguarding and responsible-AI review before release
Training / data disclosureSource provenance and licence information
Model cardTechnical reportRepositoryAPI / demoRelated research
04Responsibility

Technology that teacheschildren carriesresponsibility.

Safety is part of the product. Safeguarding, responsible-AI review and published model cards come before release, not after.

Education is something we build together.