How this site handles evidence.

Evidence labels

Hypothesis

A question or proposed explanation; no result is implied.

Experimental

A specific implementation or test exists, with bounded evidence.

Demonstrated

The stated behavior passed its documented evaluation. This does not imply broad reliability.

Independently reproduced

A separate evaluator reproduced the result using the described method.

Production-qualified

A defined operational qualification was met. The scope and environment must remain attached.

Negative result

The stated evaluation did not pass or did not establish the target behavior.

Architecture and research methods

How LARI Works describes the system architecture and its current scope. The separate research-methods guide describes how claims are tested and prepared for approval.

Data and freshness

Research data is generated from private records through an allowlisted export, reviewed for publication, and stored as static JSON. A static website build never reads the private runtime or full report. Missing data is shown as missing; it is not filled with sample metrics.

Privacy boundary

The research runtime and development infrastructure are private and are not addressed by this site. The site has no runtime API, login, database, or command interface. Static pages remain available when local equipment is offline.

Community

Page-specific discussions use the configured GitHub Discussions category and are embedded with giscus below eligible canonical pages. Visitors can read and react to the page thread on this site; GitHub sign-in is required to post or react. Experiment requests use a separate category.