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Technology Creative Studio

VXNUS

Trying the untried and finishing the unfinished.

We explore the frontiers of technology, focusing on Artificial Intelligence, AI Companions, and intelligent characters.

Latest article

Article archive
01

VX-26-06

Fictional Universe Knowledge Is Fragmented

Fandom communities have built enormous amounts of structured knowledge about the universes they love, but almost none of it can talk to each other. Here's what that fragmentation actually looks like.

Fictional universe dataFandom communitiesStructured knowledge systemsData provenance
7 min readRead article
02

VX-26-05

The Limits of Being Told Who They Are

This research examines whether AI companions can move beyond static, prompt-defined descriptions of a person toward evolving, evidence-based models of them, and finds the idea technically plausible, ethically fraught, and only partially novel.

human-AI relationshipsAI memory architecturesPersonal identity and continuityUser modeling and personalizationAI safety and privacy
14 min readRead article
03

VX-26-04

What If I Was Born There?

This essay investigates whether AI roleplay's next real advance is not more expressive characters but a world capable of producing consequences the player didn't ask for.

AI roleplayInteractive simulationWorld-buildingMulti-agent systems
8 min readRead article
05

VX-26-02

What Would It Take to Build an AI That Truly Knows You?

This article examines what an AI system would technically and epistemically need — beyond memory storage and retrieval — before "knowing" a person could be a defensible claim rather than a marketing phrase.

Personal AI and Memory ArchitecturesContextual Integrity and PrivacyEpistemic Uncertainty and CalibrationContinual Learning and Belief RevisionHuman-AI Relationship Boundaries
22 min readRead article
06

VX-26-01

Why Rin Tohsaka Is Best Girl

An examination of how Rin Tohsaka's pride, vulnerability, competence, and humanity made her one of anime's most enduring heroines.

Rin TohsakaFate/stay nightCharacter AnalysisAnime CultureBest Girl
8 min readRead article

A working position

Article is the beginning of better products.

We preserve what works, remove unnecessary friction, and change our minds when evidence asks us to.

  • 01Artificial Intelligence
  • 02AI Companions
  • 03AI Characters
  • 04Interactive Technology
  • 05Digital Experiences