ARBITER: what it is / what it isn’t

IS

semantic scoring
geometric fit
negative answers
offline 26MB

ISN’T

LLM
vector DB
embeddings
retrieval

getarbiter.dev
#AI #NLP #RAG #AIInfra #SemanticSearch

your RAG returns snake guides for "Python memory management"

this 26MB semantic engine returns NEGATIVE scores for wrong answers

✓ Garbage collection: 0.574
✗ Monty Python: -0.085

it doesn't just rank. it rejects.

getarbiter.dev

#RAG #NLP #MachineLearning #AI