AI Data Systems
Dictionairee EntryLiteral Meaning
The databases, pipelines, storage and access controls that move data into and out of machine learning systems.
Buzzword Usage
The word "systems" attached to what are ordinarily called databases and pipelines, because a system sounds like something a company built and a database sounds like something it bought.
Why It’s Fluff
- Plural for Weight: "Systems" implies architecture where there is a database, a queue and a nightly job.
- Nothing Distinguishing Named: The phrase could describe any company that stores data, which is all of them.
- House-Cleaning Reality Check: Like calling the fridge, the cupboard and the shopping list "integrated household food systems."
Reality Check
Love Island (Season 4): the recoupling ceremony, with its music, its long pauses and its prepared speeches, built entirely around what is underneath a list of who is standing next to whom.
The Operational Reality
“Our AI data systems power every model running in production.”
“A database, a loading job and a permissions table, described in the plural.”
Suggested Plain English
Example Buzzword Phrase
“Our AI data systems power every model running in production.”
Example Plain English
“We have a database, a nightly job that loads new records and a table controlling who can read what.”