Artificial Intelligence

Artificial Intelligence, or A.I., was developed by the UNSC in cooperation with ONI. The first generation "Smart" AI were believed to be developed in the 21st century.

The process of creating an AI is different than most people realize. Instead of simply "programming" an AI, the AI matrix is actually created by sending electric bursts through the neural pathways of a human brain which are then replicated in a superconducting nano-assemblage. This destroys the original brain tissue however, and so the brain being used could only be obtained after the host had died. However, in some instances, as in the case of the A.I. Cortana, the candidate brain was flash-cloned and had its memories transferred to the receptacle organs so that the host, in this case Dr. Catherine Halsey, could remain alive.

It should be noted that Dr. Halsey supervised the creation of the template for every third-generation "Smart" AI on the planet Reach. She has extensive knowledge on how AIs work.

Most AIs give themselves a unique appearance (otherwise known as an avatar) that corresponds to their main use. "Smart" AIs, or AIs that are not confined to their one purpose, have a normal operational life span of about seven years. Because the "Smart" AI is subject to an established memory core which cannot be replaced, the more the AI collects data, the less "thinking" space it has to work with. An AI literally "thinks" itself to death. Dumb AIs do not have this problem as they do not learn anything that is outside of their set limits of dynamic memory processing matrix. They are quite useful in their particular field of expertise, but very limited. Smart AIs can function and learn as long as they are active.

The Cole Protocol states that capture of an AI by the Covenant is unacceptable. When in danger of capture, AIs are to be terminated and completely erased.

It should be noted that the Covenant have some sort of AI technology also, though not as sophisticated as the UNSC AIs. There is a strong possibility that the Covenant may have used UNSC AI codes as a blueprint to create their own, as their code structure is similar. In the novels it is noted that the Covenant AIs seem to be copied and altered UNSC AIs (can be seen in the book "Halo: First Strike"). The books also hint at the fact that the Covenant do not have the ability to build an AI.

Design
It is technically unclear exactly how an AI works, as it is only based on the functionality of a human brain, which UNSC scientists do not fully understand. AIs do not have physical bodies, rather they are advanced software consisting of a Riemann Matrix for higher-function processing. This matrix can be downloaded into a Data Crystal Chip for mobility. In case of Rampancy, the Riemann Matrix has a fail-safe program that will destroy the AI. Since AIs must be created by mapping out the connections of a human brain, it seems likely that the UNSC does not have an understanding of how to create AIs from scratch, and is limited to simply "copying" the intelligence of biological organisms. In the real-world, this is an established possibility for creating artificial intelligence.

They can only take physical form where holographic technology is available. This requires a Holotank of some kind.

Because "Smart" A.I.'s are created using either actual human brains or cloned human brains there are often times residual thoughts, memories and/or feelings that remain. These residuals can be anywhere from the "feeling" of a hair brush being pulled through hair in the case of Sif or even have an effect on the mannerisms and characteristics that make up the personality of an A.I., in the case of Cortana and her likeness to Dr. Catherine Halsey.

Zen Koans
Koans are riddles in Zen Buddhism that monks focus on when meditating. Smart AIs tend to be obsessed with them due to their own short lives and philosophical curiosity. The following excerpt is from Halo: Ghosts of Onyx, in which Dr. Cathrine Halsey attempts to use a Zen Koan to lure Endless Summer out of his security defenses.

''She did her best to ignore them, though; she had to make contact with this A.I. This Endless Summer had to be lured out from behind its defenses somehow.

She typed LIFE IS THE PATH and added a simple handshake protocol and a routing code that would send this without bypassing any security whatsoever directly to the A.I. root directory.

''"That is inadvisable, Doctor," Jerrod said. "It will not penetrate even the most rudimentary counter-intrusion measures."''

"It won't have to," Dr. Halsey replied.

''It was a Zen Koan. Given a smart AI's imagination and predetermined life span, the intellectual philosophy of existentialism and transcendence was as tempting to them as teeth-rotting candy was to children.''

''The screen blinked and the cursor blinked three times. A reply appeared: "CAN THE PATH BE SEEN?"''

"Got him," Dr. Halsey whispered.

"OBSERVE THE PATH AND YOU ARE FAR FROM IT," she typed.

The cursor seemed to blink faster, almost annoyed.

"WITHOUT OBSERVATION HOW CAN ONE KNOW THEY ARE ON THE PATH?"''

Dr. Halsey typed back: "THE PATH CANNOT BE SEEN, NOR CAN IT BE UNSEEN. PERCEPTION IS DELUSION; ABSTRACTION IS NONSENSICAL. YOUR PATH IS FREEDOM. NAME IT AND IT VANISHES."

''"Handshake protocol established, ma'am," Jerrod announced. "I'll just step aside." His light winked off.''

''The holographic pad warmed ember red and a bare-chested Indian warrior appeared. Holding a feathered spear in one hand, he bowed. "I was searching for light, and you have told me I hold the lantern in my hand. Dr. Halsey, your abilities were not exaggerated."''

Human AIs
Other than the two types "Dumb" and "Smart," Human AIs are given certain purposes.

Over the course of a few hundred years, humans have a highly advanced understanding of this type of technology, and are capable of creating intelligent and nearly sentient AI's "Smart" AIs. However, these sophisticated beings can only be created by "copying" a human intelligence, which usually results in the death of the human. The most sophisticated of human AI's are commonly considered to be comparable to known forerunner AIs.


 * Araquiel
 * Beowulf
 * Cortana - MIL AI 452-9 - UNSC Military AI (3rd Generation Smart)
 * Deep Winter
 * Deja - Teacher - UNSC/ONI Dumb AI
 * Doppler - MIL AI 8575 - UNSC Military AI
 * Endless Summer - MIL AI 4279
 * Eternal Spring
 * Jerrod
 * Kalmiya
 * Lysithea
 * Melissa - UNSC/ONI AI
 * Serina
 * Solipsil
 * Toran
 * Wellsley - UNSC Military - Dumb AI
 * Sif - Colony AI/Special Operations
 * Mack - Colony AI/Agricultural Operations
 * Loki - UNSC colony ship AI

Forerunner AIs
As exemplified by the Monitors, the Forerunners have developed a civilization with an extremely advanced knowledge of artificial intelligence technologies. Forerunner AI's have achieved managed to achieve full sentience and are highly intelligent. The manner in which Forerunner AI's are created is unknown, yet is probably far different from the Human method of cloning the intelligence of a sentient organisms. Monitors are physically represented by large, shielded and roughly spherical metallic "robots" whom possess a single "eye", which is possibly used to perceive the monitors physical surroundings. The most well known of Forerunner AI's are the protocol-obsessed Monitors, made famous by 343 Guilty Spark and his humorous quotes.


 * 343 Guilty Spark- Monitor of installation 04
 * 2401 Penitent Tangent- Monitor of installation 05
 * Mendicant Bias- Wartime AI
 * Offensive Bias- Wartime AI, replacement for Mendicant Bias

Covenant AI's
The Covenant refers to the same type of technology as a comparable Associated Intelligence, and so far only two Covenant AI have ever been encountered within the universe. Their knowledge in this type of technology appears to be inferior to that of the UNSC and the Forerunners, as demonstrated by the fact that their AI's were most likely captured UNSC AI's, which were altered to fit within their theocratic society. In Covenant mythology it was a Forerunner Associated Intelligence that lead to the demise of the great forerunner Civilization, by defecting to their enemies, the Flood. As a result, the Hierarchs of the Covenant imposed a ban on this sort of technology, to prevent such a catastrophe occurring in their civilization. This ban may be an explanation for their less-developed understanding of artificial intelligences.

Related Links

 * Sydney Synthetic Intellect Institute
 * Rampancy
 * Holotank
 * Covenant AI
 * The Monitors, artificial intelligent beings created by the Forerunner