AI Optimization Terminology
Terms we will not coin, and why
A new term earns its place when it describes something the existing words cannot. Almost none of the recent ones do.
The commercial incentive to coin
Owning a category is worth more than competing in one, and coining a term costs nothing. So the incentive runs strongly toward invention, and a young field with no arbiter produces a great deal of it.
This site sits inside a company that sells related services, which is exactly why the rule is written down rather than assumed.
When a new term is justified
It describes a distinction the existing vocabulary cannot express. The only genuinely good reason, and it is rare.
An existing term has become ambiguous through drift. Occasionally a word gets used for two incompatible things and a replacement is genuinely useful.
A new mechanism appears that nothing describes. Real, and much less common than the volume of new terms suggests.
The test we apply: write the sentence the new term is needed for. If it can be written with existing vocabulary without becoming clumsy, the term is unnecessary and its real purpose is differentiation.
What we will not do
Coin a term to describe work an existing word already covers. Rename a known practice to make it look proprietary. Introduce a term because a competitor introduced one. Or add a modifier to an existing term to create the appearance of a sub-discipline.
None of these is fraud. All of them make the vocabulary less useful, and a less useful vocabulary damages everyone including whoever coined the word, because the term stops being cited and becomes a synonym for one company.
The cost of restraint
It is real and worth stating. Not coining means not owning a category name, which is a genuine commercial disadvantage against competitors who do. The reason to accept it is that a reference which invents vocabulary to suit itself stops being a reference, and the reference is the asset.
How to spot a term coined for advantage
It appears fully formed with a company attached. Its definition is shaped so that one product is the natural answer. It has no usage outside material produced by its originator. And there is no distinction it draws that existing words could not.