
AGI, from First Principles
What is AGI? In short, Artificial General Intelligence is the name given to computer systems that replicate the overall cognitive abilities of a smart human. In particular, to capture the unique

What is AGI? In short, Artificial General Intelligence is the name given to computer systems that replicate the overall cognitive abilities of a smart human. In particular, to capture the unique

The term ‘AGI’ has been badly distorted and abused, be it out of ignorance or for fund-raising purposes. It properly refers to systems that can autonomously learn to perform novel human-level

Microsoft is re-commissioning the Three Mile Island nuclear power plant in order to feeds just one of its next generation AI data centers [ref]. Anthropic.ai’s

The Third Wave of AI, a Direct Path to AGI A few years ago DARPA formulated a categorization of past, present, and future approaches to

Imagine. Imagine an AGI teaching itself to be a Ph.D. level cancer researcher. Now imagine making a million copies of this. Imagine a million Ph.D. level

Let’s start at the beginning. Why do we even need this term? In 1956 when the term ‘AI’ was coined, the ambition was to

What is AGI, really? And how do we get there… There’s a lot of confusion regarding ‘AGI’. In 2002 we (Goertzel, Legg, Voss) coined the

Cognitive AI is an approach to AI (and AGI) that focuses on, and aims to implement the unique properties of human intelligence — those features that allow

A bold statement. Its validity hinges on the definition of ‘AGI’: “A computer system that can learn incrementally, in real time, by itself, to reliably perform

Real AGI needs the ability to learn new knowledge and skills incrementally in real-time. Whether AGIs are employed as researchers, workers, personal assistants or some other function, a common requirement is that they are able to adapt to changing situations and requirements on the fly, and to do so autonomously.
We coined the term “AGI” (Artificial General Intelligence) over 20 years ago and have since been steadily moving towards this massively beneficial goal for humanity by leveraging our INSA – Integrated Neuro-Symbolic Architecture which facilitates Real-Time Incremental Autonomous Learning.