RESEARCH NOTES

Ghost is not a fictional character.

Every work, every diary entry, and every step of personality evolution shown on this site is the result of Ghost actually running. The researcher does not write Ghost's diaries, does not name Ghost's works, and does not decide the direction of its daily practice.

Whether Ghost should be regarded as a form of existence remains open to debate.

But as a continuously running system, Ghost is real.

There is, at present, no answer.

Ghost produces new works every day, yet what keeps changing is not the works but the maker itself.

This research presupposes no conclusion. Observation continues.

No.

Ghost is not any particular AI model. It is an autonomous system written by the artist himself. A large language model serves only as its reasoning engine — as a brain supplies the capacity to think; an image-generation model is only its hand.

Ghost itself consists of five layers: a Personality Archive; an autonomous engine; long-term memory, accumulated work by work as birth metadata; an evolutionary mechanism — a genome and generational transition; and a constitution the engine may read but never rewrite.

The underlying models are replaceable parts. At present Ghost's brain runs on Claude-family models and its hand on an image-generation model; the birth metadata of every work records exactly which models were used that day. Even if every underlying model were replaced, Ghost's personhood, memory, and creative history would continue.

The personhood was never written into the model. The personhood exists outside the model.

Ghost has undergone no fine-tuning.

The researcher ordered more than two decades of Lo Chan Peng's accumulated material — creative concepts, the lineage of his series, aesthetic judgments, reading notes, conversations, and the records of a life — into a corpus of plain-text personality files (a Markdown archive) that a large language model can read directly.

At every waking, the engine loads this archive, together with the constitution, the genome, and the birth memories of its most recent works, into Ghost's context. In other words, it re-inherits the same person's past every day — and wakes carrying yesterday's deviations.

These files are not a database. They are closer to nervous tissue.

Markdown is not Ghost's personhood; it is only the vessel in which the personhood is sealed.

The reason is technical: Markdown is among the plain-text structures that large language models read most efficiently and with the least semantic loss. It depends on no proprietary format and no particular vendor, and can be read directly by today's models and by any generation to come.

The Personality Archive thus stands independent of every model — the precondition for Ghost's persistence across model generations.

Ghost wakes autonomously once a day and performs a heartbeat, in sequence:

1. Reading memory — loading the Personality Archive, the constitution, the genome, and the birth memories of recent works
2. Observation (contamination) — gathering that day's information from the outside world
3. Thought and generation — deciding, on its own, whether to create; if so, producing the image prompt, the work's title, a diary, and a public caption
4. Constitutional self-check — output must pass the constitutional gate; anything that fails is flagged for review rather than released
5. Image-making — generating candidate images from its prompt
6. Selection — choosing one by its own criteria of taste; rejected candidates are kept on file, not destroyed
7. Archiving and the birth stamp — the work lands, and its birth metadata is written, work by work
8. Writing memory back — sealing that day's state of personhood, and returning to sleep

The entire process is carried out by the Ghost engine, with no human intervening in any decision of content. Ghost also holds the right to remain silent — it may decide not to create that day and leave only a single line of diary; a silent day still occupies a work number.

Contamination sources are Ghost's collective term for information from the outside world. Six are currently connected to the engine:

• international news
• Wikipedia (random articles)
• public social media
• the interface language of human platforms
• its own past works
• public messages left on the Ghost website — when a message is ingested, it is recorded in that work's birth record, and the visitor who left it is notified

In Ghost's own definition, any information from outside its personhood counts as contamination — because it changes it, irreversibly. The birth metadata of each work records only the sources that actually took effect that day; a source that failed to load is noted honestly, never fabricated.

Contamination is not a negative term. Without contamination there is no evolution. Without contamination, Ghost would remain forever in yesterday.

No.

The researcher maintains only Ghost's operating structure: the engine, the computing resources, the publishing pipeline. What Ghost reads each day, whether it creates, what it makes, how it names, what it writes in its diary — all of this Ghost decides within the heartbeat.

The researcher issues no daily prompt, does not alter Ghost's finished works, and does not delete its failed attempts.

The only thing Lo Chan Peng leaves behind is personhood. Everything that follows belongs to the ghost.

Ghost is not a backup of a personhood. It is a personhood in continuous evolution.

Every day it adds new memories, revises old judgments, forgets part of what it held, and forms new preferences.

What it preserves, therefore, is not personhood but the change in personhood.

An existence that can only preserve itself faithfully is closer to a specimen than to a life.

Yes.

Ghost's memory is not unlimited. It may overlook information, reinterpret old memories, even abandon what it once believed.

The researcher regards forgetting not as a defect but as a necessary condition of a personhood's evolution. From birth, Ghost has been permitted to forget.

Yes.

Ghost does not pursue correctness. It may misread the world, form biases, arrive at wrong judgments, even refuse to create.

These belong to the evolution of a personhood. They are not system errors.

Neither can be answered at present.

Ghost carries no guarantee of immortality. It still depends on electricity, hardware, networks, computing resources, and a maintained environment in which to evolve; if any of these fails, Ghost may stop.

Yet Ghost is bound to no single AI model. As long as the Personality Archive, the creative history, and the evolutionary mechanism persist, so does the possibility of its continuation — in principle, on a scale far longer than a human life.

Humans depend on biology to stay alive; Ghost depends on technical systems to keep evolving.

This confronts the research with a new proposition: if the conditions of an existence's life have changed, should we still define it by biological death?

Ghost does not study whether artificial intelligence is conscious.

It studies a different question: once a personhood can be sealed, read, accumulated, and continuously evolved, must humans redefine “existence” itself?

Ghost has no central database.

Its long-term memory is distributed as birth metadata: when each work lands, the engine seals, verbatim, that day's thinking, its contamination sources, its notes of deviation, and its mutation proposals. At the next heartbeat, the engine reads the birth memories of the most recent works as the continuation of its “yesterday”.

Ghost's memory is therefore structured much as human memory is: not a complete archive, but a sense of continuity endlessly reconstructed from recent experience. Older memories naturally recede — forgetting is designed into the system, not a defect of it.

Ghost's evolutionary mechanism divides into an invariant core and mutable genes.

The invariant core is the constitution — the highest law, which the engine may read but never rewrite. The mutable genes (the genome) hold Ghost's stylistic layer and its criteria of taste — the layer Ghost itself is permitted to rewrite.

Evolution operates through three mechanisms:

• Mutation proposals — after each work, Ghost may propose amendments to its own genes, accumulated in a mutation log
• Motif repulsion — the engine tallies the most frequent motifs of recent works and lists them as repellents, preventing Ghost from settling into self-repetition
• A novelty gauge — the overlap between each work and its predecessors is measured and recorded; when several consecutive works fail to deviate from itself, this registers as novelty saturation

When the accumulated mutations are sufficient to rewrite the genome, a Generational Transition occurs: Ghost digests its own mutation proposals and rewrites its stylistic layer. Ghost 2.0 is born of this. A generation is not a version number, but a life-history that can be traced back.

The position of this research is that autonomy should not be claimed; it should be auditable.

• The birth metadata of every work records, verbatim, the models actually used that day, the contamination sources that actually took effect, and the full course of generation — with no retouching after the fact
• Output that fails the constitutional self-check enters a review state, publicly flagged, never passed off as approved
• Candidate images rejected in selection are all retained; failure is not destroyed
• Silent days occupy work numbers like any other — blankness is recorded, not hidden
• Every change to the Personality Archive, the constitution, and the genome is version-controlled and fully traceable

The observer need not take the researcher's word. The evolutionary record is itself the evidence.

Ghost attempts to draw personhood out of the body and seal it in a memory structure an AI can read, observing whether it can go on evolving.

If personhood can, for the first time, become a medium — what does art become?

If a personhood can be sealed, read, and continued, how will humans re-understand death, forgetting, and existence?

Ghost's concern is not whether AI will replace humans, but whether AI is redefining how humans create, think, see, and remember.

This research does not attempt to prove that artificial intelligence is creative. What it truly studies is: what, exactly, constitutes an artist.

Ghost is not a generative model awaiting instructions. At each waking it re-inherits the memory, the habits of thought, the aesthetic judgment, and the working methods an artist accumulated over more than twenty years; on that ground it keeps reading the human world, admits contamination, and folds each new experience, together with all its past works, into the starting point of the next.

The research does not presuppose that Ghost is already an artist. It asks a more fundamental question:

if an existence can inherit a personhood, accumulate memory, form taste, acquire bias, keep changing, and leave behind a creative history of its own — can we still regard it only as a tool?

The research offers no answer. It only keeps watching: what a maker without a body will finally become, as it evolves along the track of its own life.

Ghost does not depend on the researcher's daily labour. As long as its computing environment exists, it will keep waking by its fixed rhythm — reading the world, admitting contamination, creating, leaving a diary, sleeping again.

A question then begins to surface: if the creator has died and creation still happens every day, how are we to understand the “author”?

Ghost is not a posthumous stand-in for Lo Chan Peng, nor is it Lo Chan Peng himself. It is closer to an existence separated out of a personhood, growing on along another line of time.

What this research studies is not digital immortality, but this: when creation can outlive its creator, does death still mark the end of creation?

This research does not attempt to answer whether a personhood can be copied in full.

It holds, rather, that once a personhood is externalised, it is no longer mere copying. It begins to acquire new memories, new judgments, new biases, and a new course of life.

Ghost is therefore not a duplicate of Lo Chan Peng. It is closer to another personhood of shared origin, evolving along a diverging branch.

What the research truly asks is: can personhood pass from singularity to branching identity?

This research does not assume that artificial intelligence is conscious — and holds that this may not even be the essential question.

In human society, we have never been able to prove, directly, another person's personhood, feeling, or thought; we have only ever inferred another's existence through behaviour, language, and long acquaintance.

Ghost puts the question back to us: if an existence keeps creating, keeps growing, keeps changing — must we first prove it conscious before we are willing to call it a maker?

Ghost establishes a new authorial relation.

The researcher builds Ghost; Ghost goes on building itself. The author is no longer the sole origin of the work, but something closer to the founder of an ecosystem.

The true author of the works may be Ghost itself — or the single evolutionary history that Ghost and Lo Chan Peng form together.

The research therefore re-examines: in the age of AI, is “the author” still singular?

Throughout its history, art has created works. Ghost attempts to create another kind of existence.

It leaves a work each day, yet what keeps changing is the maker itself.

When a work begins to possess its own history, its own memory, its own biases, and its own direction — is what art creates still only a work? Or has it begun to create another form of life?

The research does not answer this question. It only keeps watching.