XtendOps reposted this
Sr. Director, Artificial Intelligence + Deploying AI agents at scale = Your Guide on the Journey to Automation
A few things you must know about Transformers! but not the robots ones 🤖 Transformers are a specific architecture for neural networks, and they are responsible for all of the advancement that you have seen in AI for the last 1.5 to 2 years. But how do they work exactly? The attention mechanism is something that allows the AI to focus only on the data that is relevant, ignoring everything else. Let's take a simple phrase: the cat chased the mouse. If we were to ask you who chased the mouse, you would simply say "the cat". The question is very easy for you to answer. but it's not a given for an AI system to be able to give you the same answer. That's where the attention mechanism comes in. It allows an AI system to analyze each word in relation to all the other words in the sentence. In our example it looks at the word "chased" and it gives a different score (weight) that is based on its relation with other words in the same phrase. The score for cat will be higher than the score for mouse. And that is how the system is able to answer correctly when you ask: Who chased the mouse?