Definition
Universal Intelligence is a threshold of capability where an agent (biological or artificial) possesses the general-purpose ability to learn any skill and accomplish any goal that is physically possible. It is the fulfillment of the “Universal Computer” concept applied to the domain of goal-attainment.
Why It Matters
Universal intelligence is the ‘Holy Grail’ of AI. An agent with this capability can solve any problem that is physically possible, making it the most powerful force in the universe and the ultimate objective of our technological civilization.
Core Concepts
- Universal Computation: Turing proved that a universal computer can simulate any other computer. Universal intelligence is the “software” counterpart: an agent that can simulate any other specialized intelligence.
- Recursive Self-Improvement: A universal intelligence can identify the bottlenecks in its own design and engineer solutions, leading to an intelligence explosion.
- Mastery of the Cosmic Endowment: A universal intelligence is capable of utilizing the entire resource base of the reachable universe (matter and energy) to fulfill its objectives.
- AGI as the Gateway: Achieving human-level AGI is considered the tipping point toward universal intelligence.