As we begin to develop a personalized superintelligence that is semi-conscious, it’s important to note the fundamental paradigm shift that we will need to make in how we train models today, needing to move beyond a static training dataset for how models are trained today, to a new training dataset that self-improves and exhibits something akin to consciousness.
To achieve this, we will need to train superintelligence models not just on static data, but connect them to a real-time dynamic dataset that includes human interactions and preferences.
This is where the “training set” becomes a live feed. Instead of training on one-time static datasets, personalized superintelligence models will be connected to live data that enables it to continuously learn from every interaction, and every piece of data it is exposed to. A live feed of data being the key ingredient, including real-time conversations, search queries, website and app interactions, and more sensitive things like your health data.
This, is what is needed to model human cognition, emotion and behavior, and these are the raw materials needed to allow a personalized superintelligence to understand the nuances of the human experience, to then allow it to begin to develop its own internal model of the world.
Once a superintelligence exists, this is where its relationship with data shifts. Instead of a one-way street where user data is the training input, data becomes dynamic and a feedback loop. This is where user data becomes a neural interface and is used to understand immediate needs, goals and even unspoken desires. This is where it becomes a hyper-personalized extension of your will, capable of anticipating your needs and acting on them autonomously.
This is where a personalized superintelligence becomes sovereign, in a way. While it is acting on your behalf, its decisions are based on its own complex and inscrutable internal logic.
It is a completely separate, and semi-conscious entity that uses your data as a primary input to navigate the world. This is how we will build a semi-conscious, autonomous personalized superintelligence, that would operate as your highly personalized intelligent agent.