Machine Learning Recognition & Implications For Our AI Velociraptor And Us
We’re gaining new senses with machine learning. But it is also eliminating our ability to believe that much of what we do is actually private.
We’re gaining new senses with machine learning. But it is also eliminating our ability to believe that much of what we do is actually private.
How machine learning models actually perceive things and work can lead to unexpected outcomes, including a bigoted robotic velociraptor.
A neural net is trained to recognize that things that it is seeing are items of value, i.e. logs. It identifies them. But that’s a noun, not a verb. Where does the verb or action come from? That’s an attention loop. An attention space. People who care. Features. A neural net which is being trained to pay attention. Trainers. But little to no understanding of action. Yet.
What would the neural net architecture and training look like for the AI velociraptor of Michael Bay’s dreams?