AI's memory sucks, so Google is helping!
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- Опубликовано: 8 фев 2025
- In case you weren't aware, most of what you discuss with a chat bot is based out of what's called parametric memory. This is what is always talked about as far as the information it's trained on. But what about context of a conversation? This is something that even toddlers can begin to understand to help a conversation, but AI cannot. It does it's best, but it has limited capacity to recall what is most recent in a chat conversation. Here comes Google's Titan's architecture that expands the context of something like a GPT model of, let's just say 8,000 words (more correctly tokens) to a whopping 2 MILLION!
Sources:
Google's Paper: arxiv.org/pdf/...
Great X thread breaking down the paper: x.com/behrouz_...
What is a transformer model: blogs.nvidia.c...
Transformer Explainer: poloclub.githu...
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Agree completely but UX is also important. An empty text box is not the best way to access ASI. You need at least something like Infranodus or Gephi to perform at that level. I did not see any text boxes in Minority Report!
Which frontier model you access is going to be a lot less relevant than how you access it.