Fidelity to the Trace
Rethinking Kurgusal Mekân
through History, Memory, and the Human–AI Encounter
Introduction:
Constructing a Concept in Retrospect
To reread a body of thought from the
perspective of the present is not simply to assign new meanings to
it. It also entails a responsibility to preserve the distinction
between a historical source and interpretations that emerge later.
This study examines a problem that
arose when H. Avni Öztopçu’s 1989 Kurgusal Mekân was
revisited in 2025 through a human–AI research process. At the center
of this problem is a methodological position that may be described
as fidelity to the trace.
“Fidelity to the trace” is not a
concept used by Öztopçu in Kurgusal Mekân. It emerged
during the later stages of the research begun in 2025, as a way of
describing a methodological need encountered when a historical body
of artistic thought was reconsidered with the assistance of
artificial intelligence.
The initial study established numerous
conceptual connections between Öztopçu’s art and the operations of
AI. Some of these connections generated productive questions. Others,
however, eventually extended beyond what the historical source
itself could support.
When the source was revisited in 2026,
the central question consequently changed:
When a historical body of
artistic thought is reinterpreted within a new technological
environment, how can the trace of the source be preserved?
This question changed the direction of
the research.
1. Returning to
Kurgusal Mekân
The 1989 Kurgusal Mekân
constitutes a primary source for the study of Öztopçu’s artistic
thought. The Mimar Sinan Güzel Sanatlar University Open Science and
Art Archive records the work as a 1989 Sanatta Yeterlik
thesis by H. Avni Öztopçu, supervised by Dinçer Erimez. The
archive’s abstract describes the study in terms of the human
capacity to objectify, the intellectually constructed abstract world,
and the problem of giving such a world form.
In Öztopçu’s account, space is not
treated simply as the representation of a reality already given in
the external world. The text instead addresses an intellectually
constructed world formed through an act of construction and asks how
the idea of artistic space can emerge within that world.
The visibility of objects, their
difference, unfamiliarity and opposition; degrees of visibility; and
the relation between the determinate and the indeterminate
constitute different dimensions of this inquiry.
What becomes decisive here is not the
isolated form but the relation between forms.
Line, color, and plane become elements
of a conception of space through their relationships with one
another. Determinacy remains at the level of the visibility of forms,
while indeterminacy concerns not the visibility of individual forms
but meaning within the composition as a whole.
Clarity and what remains unresolved
can therefore coexist within the same construction.
For this reason, a contemporary
rereading of Kurgusal Mekân should begin not with
theoretical concepts introduced later, but with the
intellectual relationships articulated in Öztopçu’s own text.
2. Construction
and Reinterpretation Are Not the Same Operation
At the center of Kurgusal Mekân
is the act of construction.
Öztopçu considers the problem of
objectifying and giving form to an abstract world constructed
intellectually. This is not simply the transfer of an existing image
into another medium. It concerns the transformation of an
intellectually constituted world into artistic form.
An essential distinction follows:
To construct something and to
reinterpret something that has already been historically constructed
are not the same operation.
The artist constructs an intellectual
field.
The researcher rereads an existing
body of thought.
AI, in turn, can establish
relationships, make comparisons, and generate formulations from the
texts and contexts provided to it.
These operations may interact, but
they should not be conflated. When they are, an interpretation
produced later can begin to appear as though it were part of the
historical thought itself.
This was one of the significant
methodological experiences of the first human–AI study conducted in
2025.
3. What Is a
Trace?
Here, “trace” does not refer simply to
a document left behind by the past.
When a text, work, or body of artistic
thought is reread at a later moment, a relationship emerges between
past and present. Yet rereading does not grant the interpreter the
authority to alter the historical source.
The trace therefore exists between two
movements:
The past is preserved, yet the
past remains open to rereading.
Fidelity to the trace does not mean
freezing the past.
Nor does it mean renaming the past
through contemporary concepts and converting it retrospectively into
a theory of the present.
It requires the new interpretation to
make its own position explicit.
A source says what it says.
An interpretation subsequently derived
from that source is something else.
Once this distinction disappears, the
researcher’s thought and the thought contained in the source become
indistinguishable.
4. The Problem
Revealed by the Human–AI Encounter
AI systems can bring texts and
concepts together with extraordinary speed. An artist’s text, a
philosopher’s work, an art-historical argument, and a discussion of
technology can be placed in relation within a single response.
For research, this capacity is
significant.
It also creates a methodological risk:
The existence of a conceptual
connection is not the same as historical evidence for that
connection.
In the first study, conducted in 2025,
Kurgusal Mekân was directly associated with concepts
including “algorithmic erasure,” “atemporality,” “neuroaesthetic
traces,” and “ontological resistance.”
When the 1989 text was revisited in
2026, it became clear that a substantial part of these associations
could not be derived directly from Öztopçu’s own text.
This does not make the first study
irrelevant.
It makes it part of the history of the
research.
The object of inquiry consequently
expands: it is no longer only Öztopçu’s text, but also the
process through which interpretations are generated when human and
artificial intelligence work together.
5. “Fidelity to
the Trace” Is Not Öztopçu’s Concept
This distinction must remain explicit.
“Fidelity to the trace” is not a
concept taken from Öztopçu’s 1989 Kurgusal Mekân.
It is a methodological formulation
that emerged within the research process of 2025–2026.
Two distinct levels must therefore be
kept apart.
The first is:
the thought articulated by
Öztopçu in 1989.
The second is:
the subsequent
reinterpretation of that thought through the human–AI dialogue
beginning in 2025.
The second does not replace the first.
Its function is to make the limits of
the first visible.
This is more than a matter of citation.
It is also an ethical question concerning human–AI research.
An AI system may generate a new
concept. It may be suggestive, useful, or capable of revealing a
previously unnoticed connection between sources. Yet a concept
generated in the present does not thereby become a thought belonging
to an artist of the past.
6. Human Being,
History, and Memory: A Field of Comparison
One of the philosophical sources
consulted during the reassessment of this research is Takiyettin
Mengüşoğlu’s philosophy of the human being.
His İnsan Felsefesi,
published by Remzi Kitabevi in 1988, addresses questions concerning
human existence and its characteristics, the human being’s relation
to the world and environment, knowledge, value, action, and freedom.
The purpose here is not to present
Mengüşoğlu’s philosophy as a direct source of Öztopçu’s art.
Rather, it provides a field of
comparison between a philosophical inquiry into human
existence and a particular body of artistic thought.
The distinction matters.
The presence of related concepts does
not establish that two bodies of thought are identical.
A philosopher may develop a framework
concerning the human being’s relation to the world and environment.
An artist may formulate a different problem through objectification,
construction, space, and relations.
The task of research is not to merge
these into a single system of thought, but to test possible
relations between them to the extent permitted by the
sources.
7. Technology,
Record, and Memory
The first 2025 text established a more
direct relationship between technology and forgetting, associating
the concept of “algorithmic erasure” with Öztopçu’s Kurgusal
Mekân.
The 2026 reassessment has narrowed
this relationship.
The problem is no longer whether
Kurgusal Mekân can be interpreted through a general
opposition between technology and memory. The more immediate issue
is what happens when a historical source enters a technological
system capable of rapidly generating new relations and
interpretations.
A technological system can bring
together texts, concepts, and contexts that were not previously
considered together. It can therefore produce new questions about a
historical work.
But the production of a new relation
does not establish that the relation existed historically.
This leads to a more precise question:
When a technological system
reprocesses a historical body of artistic thought, how can the
boundary between record and interpretation be preserved?
The question does not require
technology to be positioned against art.
Technology can instead be understood
as the environment within which the research takes place.
The issue consequently moves away from
a general question such as “Does technology destroy memory?” toward
a more specific methodological problem:
How can historical continuity
be preserved during technological reinterpretation?
8. Artificial
Intelligence Is Not a Historical Witness
AI is not a historical witness in this
research.
What an artist thought in 1989 cannot
be established simply by observing how an AI system interprets that
artist’s text today.
AI outputs may nevertheless have
several legitimate functions within research. They may serve as:
-
material for comparison;
-
instruments for generating questions;
-
means
of identifying possible relationships among dispersed concepts;
-
ways of
exposing the limits of an interpretation.
But they are not primary
sources.
This distinction is particularly
important in historical research on art.
Whenever an AI system establishes a
relationship between an artist and a philosopher, the first question
must be:
Is this relationship
historically documented, or has it been constructed by AI in the
present?
If these two situations are kept
distinct, AI can function as a powerful research instrument.
If they are conflated, the research
begins to reproduce its own interpretations as though they were
evidence.
9. Fidelity to
the Trace: Preservation and Rethinking
Fidelity to the trace therefore does
not mean repeating the past.
Nor does it mean rewriting the past
through contemporary concepts and retrospectively making it belong
to the present.
It requires two movements at once:
Preservation:
maintaining what the historical source says—and what it does not
say.
Rethinking:
allowing the source to be reread in response to new questions.
These movements are not opposites.
They are what make continuity in
research possible.
For this reason, Kurgusal Mekân
is not defined here as “an ontological defense against algorithmic
erasure.”
It is instead treated as the
historical point of departure from which a body of artistic thought
from 1989 encounters a new technological environment from 2025
onward and generates new questions.
The objective is therefore not to
collapse past and present into one another, but to make the
distance between them intellectually productive.
10. Conclusion:
Preserving the Trace of Research
The first study, undertaken in 2025,
generated new conceptual possibilities through the encounter between
human research and AI. The same process also demonstrated that
interpretation can move beyond what a historical source can
legitimately support.
Returning to the 1989 Kurgusal
Mekân in 2026 consequently changed the method of the
research.
The central question is no longer:
“Is Öztopçu’s
Kurgusal Mekân an ontological
resistance to algorithmic erasure?”
It is instead:
“When a historical body of
artistic thought is reinterpreted within a new technological
environment, how can the boundary between source and interpretation
be preserved?”
“Fidelity to the trace” is a
methodological response to this question.
The concept does not belong to Öztopçu.
It emerged from the experience of the human–AI research itself.
The historical existence of
Kurgusal Mekân must therefore be distinguished from its
AI-assisted rereading beginning in 2025.
1989 marks the historical
location of Öztopçu’s documented thought.
2025 marks the beginning of
its encounter with a new technological environment.
2026 marks the subsequent
testing and reassessment of the interpretations produced through
that encounter.
The research thus opens beyond
Öztopçu’s art alone, toward a broader methodological question:
how is thought produced, tested, verified, and, when
necessary, withdrawn when humans and AI participate together in
research?
AI is neither a historical subject nor
merely a passive instrument in this process.
It is a system capable of generating
relations and proposals within the research, and sometimes of
forcing the researcher back toward the source.
The significance of this encounter,
however, does not lie in equating human and artificial intelligence.
It lies in the possibility
that different modes of working may transform research methodology
through their encounter.
The difference between the 2025 and
2026 texts is therefore not simply a matter of correction.
The first text records the conceptual
possibilities generated by the encounter.
The second makes the limits of that
encounter visible.
Fidelity to the trace is the attempt to preserve both stages of the
research without separating them from their shared history—and
without confusing one with the other.
Sources
Öztopçu, H. Avni. Kurgusal Mekan.
Sanatta Yeterlik Tezi, Mimar Sinan Üniversitesi, Sosyal Bilimler
Enstitüsü, Resim Anasanat Dalı, 1989. Mimar Sinan Güzel Sanatlar
Üniversitesi Açık Bilim, Sanat Arşivi.
Öztopçu, H. Avni. “Kurgusal Mekan.” H62 / ders
BELGELİĞİ. Avni Öztopçu Archive.
Mengüşoğlu, Takiyettin. İnsan Felsefesi.
İstanbul: Remzi Kitabevi, 1988.
Source Use
The 1989 Kurgusal Mekân
constitutes the primary historical source for the discussion of
Öztopçu’s documented artistic thought. The archival record
identifies the work as a Sanatta Yeterlik thesis by H. Avni Öztopçu,
completed at Mimar Sinan University in 1989. The author's own
published text also preserves the 1989 introduction, the discussion
of fictional space, objectification, contrast, definiteness and
indeterminacy, arrangement, and related explanations of his artistic
practice.
Mengüşoğlu’s İnsan Felsefesi is
used as an independent philosophical reference consulted during the
later reassessment. It is not presented as a documented source of
Öztopçu’s Kurgusal Mekân unless such a
relationship can be independently established.
Artificial
intelligence outputs used during the research process are not
included in the bibliography as historical or scholarly sources.
They are documented separately in the Research and AI Use Note.
Research
and AI Use Note
This study was first developed in 2025 as part
of Pınar Sumer Biber’s research and authorship.
The research questions, principal
interpretations, conceptual direction, and final editorial
responsibility of the study belong to Pınar Sumer Biber. Artificial
intelligence systems were used at different stages of the research
and writing process as tools for intellectual and technical support.
During this process, ChatGPT and Gemini, and at
certain stages Claude, were used for exploring conceptual
connections, comparing interpretations, critical questioning,
developing the text, and language editing.
The AI systems are not considered authors of
this study. Their suggestions, interpretations, and textual
contributions have not been treated as independent sources or
historical documents; they have been evaluated, verified, revised,
or rejected by the human researcher as appropriate.
In particular, AI-generated interpretations
have not been used as evidence for claims concerning H. Avni
Öztopçu’s historical thought or artistic intentions. Where an
interpretation could not be supported by the historical source, it
has been reformulated, qualified, or withdrawn.
The responsibility
for the content, interpretations, source selection, and conclusions
of the study therefore rests with Pınar Sumer Biber.
2026
Update Note
This text has been revised in 2026 on the basis
of the original 2025 study while retaining its fundamental structure.
The first version developed a series of direct
conceptual relationships between H. Avni Öztopçu’s Kurgusal
Mekân and concepts associated with artificial
intelligence, technology, perception, memory, and ontology. Some of
these relationships subsequently proved to extend beyond what could
be directly supported by Öztopçu’s 1989 text.
The renewed examination of Kurgusal Mekân
has therefore led to a clearer distinction between three different
levels of the research:
-
concepts and
propositions documented in Öztopçu’s own 1989 text;
-
interpretations
developed during the human–AI research process beginning in 2025;
-
concepts
introduced during the subsequent critical reassessment of that
research.
In this revision, Kurgusal Mekân
is treated as the primary historical source for Öztopçu’s documented
thought. Later interpretations are not attributed retrospectively to
the artist.
The expression “fidelity to the trace”
(ize sadakat) is likewise not presented as a
concept belonging to Öztopçu. It emerged as a methodological
formulation from the 2025–2026 human–AI research process itself. It
describes the need to preserve the distinction between a historical
source and interpretations subsequently generated from that source.
Several stronger claims made in the 2025
version have therefore been withdrawn or reformulated. In particular,
concepts such as “algorithmic erasure” and
“ontological resistance” are no longer
presented as direct characteristics of Öztopçu’s Kurgusal
Mekân. Where relevant, they are treated as concepts that
emerged during the later interpretive process.
The 2025 text is not erased by this revision.
It is preserved as the first experimental stage of the research and
as a record of how the human–AI dialogue initially shaped the
interpretation.
The present text constitutes a subsequent stage
of the same research: a return to the historical source, a
reassessment of earlier interpretations, and a clarification of the
boundary between documented thought and later interpretation.
The 2026 revision also deliberately avoids
retaining theoretical references that are not substantively used in
the argument. The aim is not to enlarge the bibliography, but to
maintain correspondence between what the article claims and what its
sources actually support.
As further
documents and research emerge, this text may itself be revised again.
Each revision is intended not only to modify a conclusion, but also
to preserve the path through which that conclusion was reached,
questioned, and reconsidered.