Research

Research: what documents could become.

IDOP LABS studies the questions behind the format — how to run untrusted documents safely, how to keep data portable, and how documents can carry their own computation. We publish design notes, technical reports and the results of experiments.

§ 01Areas

What we study.

Secure execution of documents

How to run code from an untrusted file with predictable, verifiable limits — validation, isolation, brokered capabilities.

Data portability

Keeping data with the document, exporting parts of it, and moving it between applications without losing meaning.

Durable digital formats

Specifications, versioning and conformance that let a document outlive the software that made it.

Computational documents

Papers, reports and lessons that contain the models they describe, and let readers operate them.

Consent and capabilities

Permission prompts people can understand, and grants that stay narrow, specific and revocable.

Human–computer interaction

How people recognise, trust and work with documents that behave like applications.

AI as an author

Interactive documents written by language models, and validators that keep the results safe to open.

Browser-based computing

What the web platform’s sandboxing can and cannot guarantee for document readers.

§ 03Collaboration

Working with us.

We are interested in hearing from researchers working on document formats, sandboxing, data portability, computational publishing and usable security — whether to discuss the specification, test it, or study it.

We have no formal research partnerships at present. Write to hello@idoplabs.com.

Read the specification we are testing.

IDOP Cloud runs in the browser. Start from a template, open a file you were sent, or keep your own — no installation, and no account needed just to open a document.