Skip to content
Contact RO

Research at 47Network

What could
intelligence become?

We explore how a machine-native system can retain its identity, work with evidence and turn intentions into activity that can be followed and understood.

Sven · Research in development

One identity.
Many changing parts.

Sven is the system we are developing to carry identity, knowledge and work across changing models and machines.

Architecture and development remain distinct from public availability.Try the source-comparison example
SOURCE / CONTEXT

A source changes.
What should change with it?

The passage you cited

“Reports are stored locally.”

notes.txt · [0, 26)
B
Whole fileChanged
Cited bytesUnchanged
The file changed.
The quote didn’t.
A change elsewhere in a file is different from a change in the evidence you cited.

Interactive illustration · invented text · no upload

What is this checking?

This example compares UTF-8 bytes at the original citation’s fixed position. It does not relocate quotations or decide whether a finding is true. Pylotheke’s published report demonstrates the same distinction; this is not the Pylotheke application.

Inspect the Pylotheke report ↗

Inside our research

The questions behind the work.

Pylotheke report using an invented example.
A real Pylotheke report using an invented example.

Pylotheke

A changed file is not the same as changed evidence.

Pylotheke keeps sources with findings and compares cited passages with an updated version. In this example, a change outside the cited passage leaves the evidence at the original positions untouched. A reviewer decides what that means.

Local Linux prototype · Not yet publicly available

Follow the review example
Explanatory artwork for Rhapsode’s design.

Rhapsode · Design in development

From an intention to a result you can inspect.

Rhapsode is the execution layer being developed within Sven. Its design connects the context of a task to permitted actions and results that can be inspected.

Explore Rhapsode’s design

Explore further

Research areas

Prototypes, experiments and directions for exploration. Each project describes its current stage.

What changed, and what needs review?

These projects explore how selected sources, findings, changes and decisions stay connected. Start with the Pylotheke review walkthrough and Stemmapyle’s declared-dependency example; each project states what exists and what remains unresolved.

Pylotheke

Keep the evidence with the finding.

Review a source file, record a finding and keep the supporting evidence together. Return to local reports when you choose to review an updated version.

In development. Local Linux command-line workflow; not available for public use or download.

See how Pylotheke works

Stemmapyle

See what needs another look after a change.

Compare captured source packs and see which explicitly declared dependencies and consumers may need another look. A working offline prototype is included with the Pylotheke review tools.

Working offline prototype, not yet open to the public; live integrations remain unverified.

Read about Stemmapyle

Kritopyle

Understand what a release is fit for.

A project for assessing a particular software release against its intended use, declared environment and available evidence, while keeping the limits of that assessment visible.

In development. Not available for public use or download.

Read about Kritopyle

Telopyle

Make the conditions for a consequential step clear.

A project exploring how a workflow can carry the evidence and conditions needed before moving from a scenario to a commitment.

In development, with private experiments. No public service.

Read about Telopyle

How does work carry forward?

Sven is the continuing machine-first system being developed by 47Network. Rhapsode has an execution role within its architecture. Read the architecture and dated development notes, or follow Rhapsode’s illustrative task example.

The system pages describe architecture and selected development records. The Rhapsode example illustrates the design; it is not a live service demonstration.

Xenagora

Explore what a model and a workflow can do together.

A proposed laboratory for testing combinations of models, environments and workflows, and understanding their capabilities.

Development direction. Not available for public use.

Read about Xenagora

What can people control and create?

These projects explore personal tools, communication and creative work. Their pages describe the intended experience, distinguish design proposals from experiments and state whether anything is available to use.

Private Wardrobe

Plan with your own clothes and personal space.

A digital wardrobe and outfit concept with privacy at the centre of its design.

Research concept under a working name. No public app.

Read about Private Wardrobe

Sphragis

Explore hardware-based sign-in under your control.

An experimental authenticator project designed to keep authentication private keys on the device.

Experimental. Not available for public use; hardware-backed and browser sign-in are not yet proven.

Read about Sphragis

Sentry.chat

Private messaging with optional AI features.

A messenger design in which encrypted person-to-person communication is intended to work independently of optional AI services.

Design proposal. No public messaging service.

Read about Sentry.chat

Kymeryn

Create music and keep track of how it came together.

A concept for music creation, publishing, listening and performance that keeps contributors, derivations and rights decisions visible.

Design concept. No public music platform.

Read about Kymeryn

How do we examine resources and markets?

These projects ask different questions about material reuse and market evidence. Their individual descriptions preserve the proposed scope and the limits of the research.

Spolia

Find possibilities in materials you already have.

A proposed system for exploring resources, their relationships and alternative uses, from individual components to materials.

Design concept. Not available for public use.

Read about Spolia

Themeryn

Investigate trading strategies and the evidence behind them.

Research into trading strategies, portfolio logic and market evidence. Research results and simulated execution do not establish future returns.

Research project. No public trading service.

Read about Themeryn

Directions taking shape

Sourcing and distribution in Romania; learning environments that develop the ability to act. Two questions still at the exploration stage.