Artificial Intelligence
Your Bedrock bill doesn't say Bedrock
If you open Cost Explorer, filter on "Amazon Bedrock" and see a number that looks reassuringly small, you are almost certainly not looking at what you spend on Bedrock.
Artificial Intelligence
Artificial Intelligence
Your RAG problem is a retrieval problem
A retrieval system that returns the right document 95% of the time sounds excellent until you work out what the other 5% does to your answers.
Artificial Intelligence
Stop telling the model no. Take the capability away.
Every team putting an LLM in front of customers eventually asks the same question: how do we stop it saying something we cannot stand behind?
Artificial Intelligence
RAG without citations is just a guess with extra steps
Retrieval-augmented generation gets described as a way to give a model your data. It is more useful to think of it as a way to give the model a reason to be right, and reasons have provenance.
Artificial Intelligence
Pick the eval before you pick the model
Teams evaluating LLM features usually start by asking which model is best. That is the wrong first question, because it has no answer without the second one: best at what, measured how.
Artificial Intelligence
Unlock Apache MXNet’s Cloud Potential on AWS
Apache MXNet is an open-source deep learning framework that is used to build, train, and deploy deep learning models. It is a popular choice for developers and data scientists due to its scalability…