“After review…”
“Your account has been deactivated.”
“Your appeal has been denied.”
Human Oversight Evidence
Your history. The links between its steps.
Caneni is an environment where people and organisations can keep the traces of their own participation, link them into a history they can continue, and share selected parts with others.
Why this matters
A person needs a history of their own.
That need becomes especially clear when decisions affecting a person are made through processes they cannot see.
Ways of keeping, holding and using that history will keep appearing and getting better. This is one of them.
When a decision about someone involves automation, they may want to understand what it was based on. What they have is an email thread. When it finally matters, their side gets assembled after the fact, from memory.
It does not have to work that way.
This is felt most sharply at moments like these:
“We could not verify your documents.”
“The information provided is insufficient.”
“We have decided to close your business account.”
How it works
- A step happens.
- A record stays with it.
- A next step happens.
- The link between them is kept.
- You can return to your line later, continue it, or let another participant read the part you choose.
A participant stated their position at the moment of a decision. The participant chose to export a copy. A later step was added. The link between the two was kept. A specialist was given access to the part the participant chose.
What a participant states, what the system registers, and what the system computes are recorded as three different things.
where a chain begins
Preview
touch to see
C0D4E5-1847
Ways to take part
- keep your own history
- ask a specialist for help
- accompany someone else
- keep the record of an organisation's decisions
Start from the situation
What happened?
The status is visible before you continue. A named situation does not mean that a ready route exists.
The core has been tested in hospitality, seller and steward prototype workflows. Three people took part in external walkthroughs; steward testing was internal.
An account has been blocked or funds have been withheld.
Described application; the complete legal route is not yet tested
An application or piece of work was rejected “after review.”
A route for this situation is not built yet
You are asked to confirm information you cannot verify.
A route for this situation is not built yet
You answered a request but cannot see how your response was considered.
A route for this situation is not built yet
Automation took part in the decision; the human role is unclear.
A route for this situation is not built yet
Three Dimensions
Three ways of remaining present.
These are not three markets or classifications. They are dimensions of subjectness: memory, non-disappearance, and possible continuation.
I remember
The inner dimension
An old man asks for the place where first love began. The record is not a verdict. It is a return to what mattered.
I do not disappear
Among other people's decisions
A driver is rated by a platform. Caneni does not decide the case. It helps preserve the history that existed before the decision.
I see continuations
The view from above
A person may leave a history closed, or allow it to continue under explicit conditions. Commercial execution is a separate layer.
Caneni creates digital conditions for a person to remain a source of judgment, action, and responsibility in private life, in consequential systems, and across the histories that continue from both.
Comics
Small stories, precise boundaries.
The humor is about the situation, not the person. Caneni records what can be known; it does not punish, justify, score, or grant rights.
Comic 1 · First love
"Apotrop, show me where I first fell in love."An old man looks toward an old schoolroom.
Dear first graders...A classroom board appears. Vacation is announced.
A long pause.No explanation. Just recognition.
"Maidl. Third desk from the left."Memory is not what you store. It is what still matters.
Creation side: memory without pretending to own the past.
Comic 2 · Driver and one star
"Refund half the fare or I give one star."A passenger threatens the record.
"Of course. That is your right."The driver remains calm.
Nohi recorded it.If needed, the history is here and with the platform.
Platform: reviewed ride context.Nohi records. The platform decides.
Protection side: Caneni does not decide who is right; it preserves reviewable context.
Comic 3 · Two Yofings
One history remains private.It stays closed by default.
One history is allowed to continue.The choice is explicit.
The third dimension is not resale.It is a relation to what may continue.
Commercial execution is a separate layer.
The continuation principle comes first. Commercial execution is a separate layer.
Comic 4 · The expert with no one behind
"Something worries me — Dracula."An old woman, alone with the screen at night, asks the on-screen expert.
"Just scratch it. It will pass."A calm synthetic voice. A confident avatar. No pause.
No one is behind it.The persona has no attributable human, no recorded source.
Caneni doesn't judge the advice.It can preserve whether an attributable human or source was recorded behind the persona.
Verification side: provenance, not a verdict — an attributable source, not an accountability ruling.
Zero Kilometer
It starts before the product.
Caneni is not introduced as a dashboard. It is introduced as a history: book, genesis, canon, working paper, public evidence layer.
2025 · Products
Products first; words later.
Continuity, navigation, and memory first appeared as usable products. The public line then moved through the book, the working paper, and the protected architecture.
2026 · Book & Genesis
A person searches for himself in digital chaos.
The book gives them language; the first dated, attributable protocol begins the canon.
2026 · Publication
The public layer becomes visible.
Canon, media, and working-paper evidence give the category external surface.
2026 · Protection
Human Oversight Evidence becomes the first public entry point.
One public entry point, many human situations behind it.
Evidence Layer
One architecture, many situations.
The public entry point remains Human Oversight Evidence: a subject-side record in consequential AI-assisted decisions. These are not separate products. They are different expressions of the same subject-side infrastructure: personal continuity · professional Human Oversight Evidence · institutional records · possible continuation. The architecture is inhabited over time by different participants — individuals, professionals, stewards, institutions — each keeping their own attributable history while interacting through a shared structure.
The broader category this belongs to is proposed as Human History Chain Evidence (HHCE): a person's own record of taking part, kept as a connected history rather than as separate events. Within this proposed framing, Human Oversight Evidence is one application and Caneni’s first professional entry point. The term is put forward for discussion, not claimed as established.
A record alone does not establish the truth of everything it describes. The proposed category does not certify people, rank them, or transfer ownership of what is recorded.
Automated monitoring and analysis have a legitimate and often necessary role. They can register scale, speed, repetition, and deviations that no person can continuously track. Apotrop serves a different function: it creates a reflective checkpoint without deciding for the person. A subject-side record adds a third layer: what the person chose to state about what was considered, what remained uncertain, and the position taken. The layers differ not in usefulness, but in where the information comes from and to whom the position is attributed.
Human Oversight Evidence
What did a person actually assess, accept, defer, change, or commit to revisit before a consequential decision?
Continuity
Nohi can preserve a bounded path when the person asks for it. It is not a hidden identity score.
Subjectness
The person remains a source of judgment and action, not only an object processed by systems.
Not a certification.
Not legal advice.
Not a guarantee of platform, workplace, family, or market outcomes.
Not a proof of consciousness, correctness, ownership, entitlement, or legal effect.
Last updated: 11 October 2026