@Conserjedenoche@Neverlandbari Que lastima, el próximo año te invito a un vino por Ezcaray. Súper bien NB en la plaza !!!! Y ayer Carlos Ares espectacular.
RAG is broken and nobody's talking about it.
Stanford researchers exposed the fatal flaw killing every "AI that reads your docs" product in existence.
It’s called "Semantic Collapse," and it happens the second your knowledge base hits critical mass. If you've noticed your AI getting "dumber" as you add more data, this is exactly why.
Right now, companies are dumping thousands of documents into their AI, thinking it’s getting smarter.
When you add a document to RAG, it converts it into a high-dimensional vector.
Under 10,000 documents, this works perfectly. Similar concepts cluster together.
But past 10,000 documents, the space fills up. The clusters overlap. The distances compress.
Everything starts to look "relevant."
It is a mathematical law called the Curse of Dimensionality. In a 1000-dimensional space, 99.9% of your data lives on the outer edge. All points become equidistant from each other.
That perfect, relevant document you are looking for now has the exact same mathematical similarity as 50 completely irrelevant ones.
The Stanford findings are brutal:
At 50,000 documents, precision drops by 87%. Semantic search actually becomes worse than old-school keyword search.
Adding more context doesn’t fix the AI. It makes the hallucinations worse.
Your "nearest neighbor" search isn't finding the best answer anymore. It's finding everyone.
We thought RAG solved hallucinations.
It didn't. It just hid them behind math.
La #bonilista de hoy fue posible gracias al apoyo de la Comunidad y, también, de @R2Docuo plataforma que te ayuda a gestionar contratos, con IA afinada para TUS NECESIDADES, de tal manera que no se te pase nunca una cláusula que pueda ser perjudicial 🤓 https://t.co/sI9pQA7NvH
@Conserjedenoche Ya… yo les vi en La Riviera hace la hueva de años y claro, lo quieres revivir. Lo del precio de las entradas ya sabemos cómo está, 93 he pagado por la pista.
@javideci@_marinabenitez_@Inverfest Grandísimo concierto !!! Tengo entradas para verle también en 2 festivales este verano y me va a dar mucha rabia que no vaya a poder desplegar lo mismo.