# Demonstrators
canonical_url: https://www.3.14financialcontents.com/en/culture-314/lab/demonstrators/
markdown_url: https://www.3.14financialcontents.com/en/culture-314/lab/demonstrators/index.md
language: en
content_type: lab-demos
status: published
description: Small systems, with public or synthetic data, that show a capability together with the conditions in which it works and the limits it still has.

A demonstrator shows a capability and also its conditions.

## What is available

- **Evidence and contradiction over public corpora** — It retrieves passages, keeps the citation and shows when two documents contradict each other instead of choosing one. State: prototype, over a bounded public corpus in Spanish and English.
- **Multilingual alignment** — It compares a text and its translation and points out where the meaning changes even when the sentence sounds natural. State: under evaluation, one language pair at a time.
- **Durable execution trace** — A process that persists, waits for an authorisation, resumes after a failure and lets you see every state it went through. State: exploration, over a test ERP with synthetic data.

A demonstrator makes a specific capability visible together with the conditions under which it can be observed: a way of discussing a capability with something in front of you.

A demonstrator is a small system built with public or synthetic data to show a specific capability: what it does, under which conditions it does it and where it stops doing it.

Each one declares its state — exploration, experiment, prototype or evaluation — because showing that something can happen is not the same as having checked when it stops happening correctly.

None of them uses client information.

---

https://www.3.14financialcontents.com/llms-en.txt · https://www.3.14financialcontents.com/llms-full-en.txt