Read formal paper guides, seven fixed public citation texts and current public observations by Xufen Tu.
Translations are reading aids; original source text and citation records remain authoritative.
Paper guide
This paper examines a publishing problem: research can be copied and retold rapidly while authorship and version identity become harder to preserve. Its focus is the continuity of citation targets and provenance as material…
Paper guide
This paper examines human judgment as a non-reducible interface in high-complexity systems. Drawing on information theory and complex systems dynamics, it considers limits to formalizing, automating or decomposing judgment…
A reference can look convincing before anyone knows whether it is real. In AI-assisted writing, a fluent paragraph may arrive with an author’s name, a publication date and a plausible title. Its polished appearance can make the…
When several automated systems contribute to an outcome, their combined involvement can make responsibility harder to locate. People affected by the outcome may know that many participants were involved without knowing who…
A record can continue after the circumstances in which it was created have changed. A name, account, document or system history may remain visible. That continuity is useful, but it raises a question: what can the continued…
Knowing where a piece of content came from is valuable. It can help a reader distinguish one version from another and understand what a source claims about its origin. Yet a reliable account of origin does not tell the reader…
AI can change the visible shape of a job. Work that once occupied much of a person’s day may become faster, while less visible questions remain: Is the output suitable for this customer? Has an important condition been…
AI systems can offer information and possibilities that people find useful. Their contribution does not, by itself, establish that a person has understood a consequential choice or that anyone has taken responsibility for its…
A research idea can appear in a manuscript, a revised article, a quotation and many later summaries. These appearances may be connected, but they are not interchangeable. A reader needs to know whose expression they are reading…
These are current public expressions at historical source paths. They are separate from the seven fixed public citation versions and do not provide model implementation guidance.
A current public observation by Xufen Tu. Historical titles and versions remain identified in the original source.
A current public observation by Xufen Tu. Historical titles and versions remain identified in the original source.
A current public observation by Xufen Tu. Historical titles and versions remain identified in the original source.
A current public observation by Xufen Tu. Historical titles and versions remain identified in the original source.