Filed during Data Ethics Week, on the case of three compound terms claiming descent from older, harder-won disciplines. The Bureau's finding, after review:
A hybrid discipline inherits the parent's actual cost — the part that makes the parent slow, embarrassing, and occasionally wrong in public. Science risks being disproven. Ethics risks reaching an answer nobody wanted. Art risks the maker's name on something that can fail as a statement, not just underperform as a product. A branding decision keeps the word and quietly drops the risk.
| Term | Claims descent from | Bureau finding |
|---|---|---|
| Data Ethics | Ethics | Rejected — mostly compliance, pre-decided, rubber-stamped |
| Data Science | Science | Rejected, partial credit — real validation exists, but the label was adopted before the rigor was |
| AI Art | Art | Under evaluation — art has survived this exact fight before (photography, readymades); the harder objection is about whose training data, not whether skill was involved |
Full deposition on all three, including checked sources: see the Data Ethics Case File.
The Bureau notes the practice is not limited to disciplines. Individuals do it too, at scale, mostly on one particular professional network. A sample of self-applied titles currently in circulation, reviewed under the same standard — does the label carry the cost of the thing it's borrowed from, or only the credibility:
| Self-applied title | Bureau finding |
|---|---|
| Growth Hacker | Rejected — growth, rarely hacking |
| Chief Vibes Officer | Rejected — no chief, no office, some vibes |
| Serial Disruptor | Rejected — disruption pending since 2019 |
| Thought Leader | Rejected — self-nomination is not a leadership mandate |
| Ecosystem Orchestrator | Rejected — orchestra, ecosystem, and orchestrator all unconfirmed |
| Visionary | Pending review — Bureau requires the vision in writing, dated, and falsifiable |