A Matter of Perspective.
Exploring how AI changes work, judgment, and the ways we build.
Move to look through the lens · Click anywhere to change perspective
A Matter of
Perspective.
Exploring how AI changes work, judgment, and the ways we build.
The title holds from one point of view only. Move the cursor to lose it, scroll to step through the six dimensions.
A Matter of
Perspective.
Exploring how AI changes work, judgment, and the ways we build.
Suminagashi · six inksSix dimensions of the AI Issue Space, floating on water. Breathe on it with the cursor; click to drop more ink.
00 / Perspectives
A Matter of Perspective.
A Matter of Perspective.
Hover or tap a letter to discover another view. When the heading is focused, use Left and Right arrows to explore, and Escape to return to text.Exploring how AI changes work,
judgment, and the ways we build.
Research Creation
Every question has another layer.
Pick a perspective. See what sits beneath it.
01 / Research
Université Paris-Saclay · 2021–2026AI Competence
2035
AI Competence 2035
Which competences should organizations build now to stay responsible and effective by 2035?
A practical taxonomy linking AI issues to concrete competence choices.
Read the thesis brief ↗- Issues
competences - Six dimensions connect AI-related issues to the competences organizations need to develop.
- Why it
matters - AI is changing work and public services faster than many institutions can adapt.
- A three-level
challenge - Human judgment, platform dependency and AI acceleration — across people, organizations and institutions.
02 / Selected work
Ideas, put into practice.Research to practice.
Research to practice.
FeaturedBook · Extension · App
Practitioner bookDiagnosing AI Projects
A short field guide built around the Issue Space method, for managers, consultants and AI teams.
Chrome extension · AI speaking practiceChat Mochi
A face for ChatGPT voice mode while you practise speaking: it listens, nods and lip-syncs.
Local clipboard · iPad, iPhone & MacFlowPocket
Keep text, links, images and files close. Add titles and notes, or export Markdown and ZIP with Pro/Max.Research & web5
LabelOwlAI-assisted research platform
PM PetHuman–AI collaboration · macOS
AI Readiness AssessmentResearch to product · web
Diagnosing AI ProjectsPractitioner book
Chat MochiAI speaking practice · Chrome extensioniOS apps9 live · 3 coming soon
TidewashNew · Oct 2026
ClickarooLifestyle
Ink PandaComing soon
Dear SeaComing soon
MeowdarComing soon
QuitAppHealth & Fitness
MemoKProductivity
SaltLessHealth & Fitness
Haptic CalmHealth & Fitness
Callme TimerLifestyle
NomindLifestyle
FlowPocket: Clipboard ManagerProductivityAll apps on one page ↗ · store links, prices and languagesToolsChinese only for now
aigovmap toolbox150+ free calculators and everyday utilities, in the browser, no sign-up.Interface in Chinese
03 / Blog
Essays · Maps · ReportsAbsurdism
in the AI Era.
Absurdism in the AI Era.
A series of essays, interactive maps, and research reports on AI governance, agentic systems, meta-recursion, workflow design, judgment, and human responsibility.
The Shengxing Conjecture
A conjecture on meta-recursion and the point at which abstraction loses its bridge to actionable reality.
PaperSprint and Final Responsibility in AI Writing
An essay on PaperSprint, sprint-based academic writing, workflow rhythm, risk progression, and why final responsibility remains human.
One AI Agent and the Cost of Meaning
An essay on AI agent delegation, coordination cost, and why visible multi-agent activity is not the same as meaningful progress.
AI Governance Metacognitive Maturity Model
An interactive five-level maturity model for operational control, issue diagnosis, reflective governance, and institutional self-awareness.
AI Issue Space & PTSD
Six lenses, four habits, and a little less faith in magic. A practical guide to Priority, Trade-offs, Sensemaking of interplay, and Dynamic thinking.
Agentic AI Diagnostic Map
An interactive diagnostic map connecting five agentic AI capability areas, Issue Space, and the Shengxing Conjecture to practical action.
UiPath and the Agentic AI Transition
A strategic report on UiPath's RPA history, agentic automation transition, legacy-system advantage, competition, and regulated-industry position.
04 / About
Paris, FranceResearch.
Build.
Iterate.
Research. Build. Iterate.
Shengxing YANG, PhD in Management Science combining AI adoption research with hands-on information systems development.
I use AI coding agents to turn ideas into deployed products, connecting organizational needs with iterative development, research workflows, and go-to-market (GTM) experimentation.
Interests: UX, human–computer interaction (HCI), intersubjectivity, and philosophy.