— Ch. 1 · Origins And Early History —
Technological singularity.
~5 min read · Ch. 1 of 6
Stanislaw Ulam recalled a conversation with John von Neumann in 1958 about the ever accelerating progress of technology. Ulam reported that this discussion centered on changes in human life giving the appearance of approaching some essential singularity. The mathematician believed that beyond this point human affairs as we know them could not continue. This idea laid the groundwork for future discourse on technological limits and potential breakthroughs. In 1965 I. J. Good speculated that superhuman intelligence might bring about an intelligence explosion. He proposed that an upgradable intelligent agent could enter a positive feedback loop of successive self improvement cycles. More intelligent generations would appear more rapidly causing an explosive increase in intelligence. Vernor Vinge later popularized the term singularity in 1983 through an article claiming humans create intelligences greater than their own. His 1993 essay The Coming Technological Singularity argued it would signal the end of the human era. Ray Kurzweil added to wider circulation with his 2005 book The Singularity Is Near predicting singularity by 2045.
Intelligence Explosion Mechanics
If superhuman intelligence is invented it will vastly surpass human problem solving and inventive skill. Such an AI is often called seed AI because if created with engineering capabilities matching its creators it could autonomously improve itself. It could design an even more capable machine which could repeat the process in turn. This recursive self improvement could accelerate potentially allowing enormous qualitative change before reaching any limits imposed by laws of physics. A superintelligence or hyperintelligence is a hypothetical agent possessing intelligence far surpassing that of even the brightest humans. The related concept of speed superintelligence describes an artificial intelligence functioning like a human mind but much faster. Given a millionfold increase in information processing speed relative to humans a subjective year would pass in 30 physical seconds. Such an increase in information processing speed could result in or significantly contribute to the singularity. Some argue advances may result in general reasoning systems bypassing human cognitive limitations while others believe humans will evolve directly modifying their biology for radically greater intelligence.