
Instruments
One sheet per system. Every one of them is a prototype still under development, and every one of them is running live; the numbers are read from the running system, not from a plan. What it does, since when, what it is wired to, and the number with its measurement date.
What's running
As of 8 October 2026Perception
Retina866,069articlesReads the news from 121 feeds and recognises storylines, sentiment and spikes around people, places and organisations.since March 2026
Chimera17,713actorsA graph of actors with profiles and the links between them, tied to the news. Its own graph engine.since April 2026
Geospatial302anomaly cells activeThe sensor under the situation picture, and its anomaly detection: nine live feeds, four engines, two live graphs that forget.since March 2026
Situation Picture61,452objects in 12 classesRegional situation pictures, threat levels, dossiers on actors and assets, flights and ships.since March 2026
Observatory500+fires within 2.5 km of infrastructure in conflict zonesOpen sources, read at scale, and the site where the picture goes public: news, public Telegram channels, transponders, infrastructure, registers, sanctions lists.since May 2026
Knowledge and research
Knowledge Graph334,670text passagesBooks, papers, statutes, memory and code in one memory core. Ask a question in plain language, get answers from several fields at once.since March 2026
Findings Engine524findings in the archiveDid research on its own at night until 25 September 2026: collected findings across fields, interrogated them, spotted gaps. Now a read-only archive; a rebuild is planned.since 6 June 2026
Formula Pipeline274,244formulasMade formulas from textbooks structurally comparable across disciplines, with its own parser. Stopped in July 2026; the formulas are kept as an archive.since July 2026
- Semantic Research Engine81,708symbols folded onto 12
Folded the symbols of different disciplines onto shared concepts and went looking for the definitions it was missing. Stopped on 1 August 2026; what it built is archived.since 3 March 2026
Markets
Market Perception161instrumentsTwo machines: a register for data and bets, and sensors for topology, herd behaviour and regime change.since May 2024
Agent
The Agent1,921handovers written for the next sessionA lean skeleton in Rust that runs one agent per conversation thread, on four doors, with the instruments on this site as tools. Boots from what it wrote for itself. Keeps watch through the night.since 18 April 2026
Models
The Model Lab46,091downloads of the published modelsOne GPU workstation that serves the lab's local models, and the bench where models are taken apart, re-aligned and trained. Several of them published on HuggingFace.since April 2026
Music and performance
- cypher-dj16days from the first session to the public beta, as of 05.10.
A DJ studio that a human and an AI agent play together: two decks, loop boxes, live-coded patterns and a synthesizer on one sample clock. Public beta, open source.since 2026
Open source
Open Source3,029unit tests in eve-copilot alone, as of 02.09.Four public repositories on GitHub, from an EVE Online intelligence platform to a political agent-based simulation lab, and a trained decision model on HuggingFace.since 2025
Why the lab watches, and where it stops
The perception instruments read like intelligence tooling, and a visitor is right to ask what they are for. The purpose is a test: whether one human and one agent can build a perception layer out of open sources that holds up against what actually happens, and whether a machine can be made to say how sure it is and where it was wrong. The situation picture is the surface of that test. It is read by one person, the person who built it. It has no customers, no subscribers, and nothing on it is sold or offered as a service.
The limits are the ones the sources set. Everything comes from what is openly published: the press, public channels, transponders that broadcast in the clear, registers and sanctions lists that any citizen may consult, satellite fire detections that a space agency puts online for everyone. Nothing is scraped from behind a login, nothing is bought, and the original articles stay with their publishers; the lab keeps what it derived from them. People appear only as they appear in the press, as public actors in public events. The lab does not track individuals, does not build profiles of private persons, and does not take tasking from anyone. The map covers seventeen conflict zones, not the world, because the question is whether the reading holds, not how much can be seen.
What that leaves is a lab reading the same news everyone reads, with better bookkeeping, and saying out loud when its own reading failed. The pages on Retina, Chimera and the situation picture each state what is not yet there. That is the part of this work the lab considers most worth publishing.
How the lab does research, and what it still owes
The instruments under Knowledge and research are not a toolbox, they are one programme at different stages of completion. The idea behind it is that a claim should have to survive a route rather than merely be recorded: state it, check whether someone has already published it, establish where it breaks, look for a counterexample, derive a prediction from it, and only then treat it as a finding. Each of those is a station with a gate, and each gate is a method in its own right that has to be built, tested against a case where it must fail, and then switched on.
Two stations are running. Findings are recorded with the passages they stand on and linked to each other, and since 2 September 2026 a new one is checked against the open record of published literature before it is accepted, provided the engine is confident enough in it to be worth the check. As of 3 September 2026 the graph holds 454 findings, tied together by 211 supporting and 43 contradicting links. That second number matters more than the first: contradictions are kept and turned into questions instead of being deleted, and a body of findings with no contradictions in it would not be a research result, it would be a collection.
The rest is owed. The counterexample stage, the deliberate self-experiment, and the calibration test in which the machine is asked to rediscover a known result without being told it exists are designed and not yet built. The programme is written down as a numbered plan, and once a week an automated run puts it back in front of its author and counts only the items that come with evidence, which is why the honest figure for progress is usually lower than the one the machine reports about itself.