What did your model see three weeks ago?
Not what the data looks like now. What it saw, then.
One argument: as_of. You are reading the past. Original values, exactly as served.
AI makes millions of decisions every day. Almost all of them are forgotten.
Today that changes: ARA, the Decision Data Plane for AI, is live. Every decision your models make, recorded exactly, replayable months later.
60 seconds
@theinformation@jdewitt29 Under-discussed here: accountability multiplies faster than capability. One model = one decision record to keep. 32 models behind a gateway = every decision needs an answer to "which model saw what, when?" Gateways choose the model. Something has to remember what it did.
Free, production-capable Community Edition. Runs entirely on your own infrastructure in under 10 minutes. SDKs live on PyPI and Maven Central.
https://t.co/FNw3KzMsNP
AI makes millions of decisions every day. Almost all of them are forgotten.
Today that changes: ARA, the Decision Data Plane for AI, is live. Every decision your models make, recorded exactly, replayable months later.
60 seconds