Keeping people in authority as machines gain autonomy.
We research how increasingly autonomous AI systems could use shared infrastructure, pay for resources, and adapt, while people keep verifiable authority over what those systems may do.
DETIO FOUNDATION LTD is an Australian not-for-profit. Its four programs (privacy-preserving identity, governed agents, an open compute market, and supervised engineering) are parts of one architecture under test. The parts are published today. The integrated system is a research hypothesis.
Can people and increasingly autonomous AI systems share infrastructure and make consequential decisions within an architecture that keeps human authority verifiable and prevents either side from exercising unchecked control? Each program answers a different part of that question, and each depends on the others for something it cannot provide alone.
Status: each part is published as design, public source, or operating software. None is integrated with the others yet, and none has been independently validated. What each status means.
File 02 · The integration test
One task, from mandate to challenge.
The architecture only matters if the whole does something the parts cannot. Follow one task through six handoffs, then switch a part off and see which questions the record can no longer answer.
One task, end to endIntegration test · not yet performed
Switch off a part. Watch a guarantee disappear.
The task. A researcher asks an AI agent to analyse a sensitive dataset within a budget, and to report back.
Person → agent
The researcher grants a scoped mandate: which data, which actions, what budget, until when. A purpose-specific proof shows they hold the authority to grant it.
Holds.A mandate tied to an accountable, eligible person, revealing only the attribute the purpose needs.
Published design
VEID consent and credential records are in public source; DSEMA's authority-granting process is published design. The two are not connected.
What could an independent reviewer answer from the final record?
6 of 6 answerable in the design
AnswerableWho authorised this, and were they entitled to?
AnswerableDid the agent stay inside its mandate?
AnswerableWho supplied the compute, on what terms?
AnswerableWhat environment ran it, and who could see the data?
AnswerableCan the outcome — or the rule — be contested?
AnswerableWas more personal information exposed than the task needed?
Every question is answerable only when every part is present. That is the claim the integration has to prove: no single program provides it.
No end-to-end run of this task has been performed. The components marked “in public source” have not been integrated with DSEMA, which is a published design. This walkthrough states what the integration would have to demonstrate. Sources: VirtEngine source, DSEMA specification, Foundation constitution.
We connect technical research with public resources. Learners can study the ideas, developers can inspect the software, and researchers can challenge the design.
01 · Learn
Publish open knowledge
Guides, specifications, and technical explanations make infrastructure and AI research easier to understand and evaluate.