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The [[Covenant]]'s knowledge in the field of AI technology is notably inferior to that of humanity and the Forerunners.{{Ref/Novel|Id=CH18|CH|Chapter=18}} They consider fully-autonomous and sentient AIs like those used by humanity to be sacrilegious, due to half-understood warnings recovered of the [[Flood]]'s ability to compromise Forerunner AIs during the [[Forerunner-Flood war]]. This led to a long-standing ban on research into high-level thinking machines and networked circuits, with any research into the subject severely punished.{{Ref/Book|Id=Enc22Cov|Enc22|Page=217}} The crime of so-called "intellgience association" was the death penalty, with the [[Covenant religion|religious belief]] that this would be followed by damnation in the afterlife.{{Ref/Novel|Id=CH12|HCH|Chapter=12}} This crime did not extend to less-sophisticated AIs, and was instead relegated to machines that could "think".{{Ref/Anthology|Evo|Wages of Sin}}
The [[Covenant]]'s knowledge in the field of AI technology is notably inferior to that of humanity and the Forerunners.{{Ref/Novel|Id=CH18|CH|Chapter=18}} They consider fully-autonomous and sentient AIs like those used by humanity to be sacrilegious, due to half-understood warnings recovered of the [[Flood]]'s ability to compromise Forerunner AIs during the [[Forerunner-Flood war]]. This led to a long-standing ban on research into high-level thinking machines and networked circuits, with any research into the subject severely punished.{{Ref/Book|Id=Enc22Cov|Enc22|Page=217}} The crime of so-called "intellgience association" was the death penalty, with the [[Covenant religion|religious belief]] that this would be followed by damnation in the afterlife.{{Ref/Novel|Id=CH12|HCH|Chapter=12}} This crime did not extend to less-sophisticated AIs, and was instead relegated to machines that could "think".{{Ref/Anthology|Evo|Wages of Sin}}


Due to these apprehentions about the use of AI, the Covenant do not utilise artificial intelligences in the same manner as those of humanity, instead preferring the use of "[[associated intelligence]]s" - circumscribed [[Wikipedia:Expert system|expert systems]] that have are ubiquitously used across Covenant society.{{Ref/Reuse|Enc22Cov}} For example, where humanity may have a single Smart AI system acting as a [[ship director]] and controlling all aspects of a starship's operation, the Covenant instead make use of multiple of these smaller and more discrete - though non-sentient{{Ref/Novel|Id=glass|HGla|Chapter=8}} - systems (such as those found in [[actuator plug]]s){{Ref/Site|Id=CFDidact|URL=https://www.halowaypoint.com/news/canon-fodder-didact-delights|Site=Halo Waypoint|Page=Canon Fodder - Didact's Delight|D=18|M=05|Y=2023}} for individual tasks such as [[Astrogation|navigation]] and piloting of [[Covenant starship|spacecraft]],{{Ref/Novel|glass}} operating the intricate systems of an [[energy projector]] and making calculations for [[Slipstream space|slipspace jumps]],{{Ref/Anthology|Id=return|Evo|The Return}} opening doors, operating elevators, and other menial functions.{{Ref/Site|URL=http://forums.bungie.org/halo/archive32.pl?read=967958|Site=halo.bungie.org|Page=Re: Unnamed Elite Major in The Package|Quote=Example - rather than have a very smart AI run the ship, [the Covenant] will have a dumb one controlling the elevators, another the doors, etc, etc. Otherwise it exists for drama, obviously. Kind of like an exhaust vent on the Death Star.|Quotee=Frank O'Connor|D=31|M=07|Y=2023}} The AI(s) inhabiting a ship may be referred to as the ship's "spirits".{{Ref/Reuse|return}}
Due to these apprehentions about the use of AI, the Covenant do not utilise artificial intelligences in the same manner as those of humanity, instead preferring the use of "[[associated intelligence]]s" - circumscribed [[Wikipedia:Expert system|expert systems]] that have are ubiquitously used across Covenant society.{{Ref/Reuse|Enc22Cov}} For example, where humanity may have a single Smart AI system acting as a [[ship director]] and controlling all aspects of a starship's operation, the Covenant instead make use of multiple of these smaller and more discrete - though non-sentient{{Ref/Novel|Id=glass|HGla|Chapter=8}} - systems (such as those found in [[actuator plug]]s){{Ref/Site|Id=CFDidact|URL=https://www.halowaypoint.com/news/canon-fodder-didact-delights|Site=Halo Waypoint|Page=Canon Fodder - Didact's Delight|D=18|M=05|Y=2023}} for individual tasks such as [[Astrogation|navigation]] and piloting of [[Covenant starship|spacecraft]],{{Ref/Novel|glass}} operating the intricate systems of an [[energy projector]] and making calculations for [[Slipstream space|slipspace jumps]],{{Ref/Anthology|Id=return|Evo|The Return}} opening doors, operating elevators, and other menial functions.{{Ref/Site|URL=http://forums.bungie.org/halo/archive32.pl?read=967958|Site=halo.bungie.org|Page=Re: Unnamed Elite Major in The Package|Quote=Example - rather than have a very smart AI run the ship, [the Covenant] will have a dumb one controlling the elevators, another the doors, etc, etc. Otherwise it exists for drama, obviously. Kind of like an exhaust vent on the Death Star.|Quotee=Frank O'Connor|D=31|M=07|Y=2023}} The AI(s) inhabiting a ship may be referred to as the ship's "spirits".{{Ref/Reuse|return}}
 
UNSC salvage operations on downed Covenant ships were frought with danger due to the lingering presence of Covenant associated intelligences. One such security AI was encountered aboard ''[[Supplication of Purity]]'', a {{Pattern|Ceudar|heavy corvette}} downed by the [[UNSC Navy]] during the [[Battle for Tribute]]. After the war's end, debris from ''Supplication of Purity'' was recovered for analysis and testing by the [[Office of Naval Intelligence]], with ONI believing they had purge all traces of hostile mechanisms in the vessel. As such, sections of the ship were used in the [[Outpost Discovery]] event with the goal of teaching guests about alien technology and the hazards of [[naval boarding]] actions. However, the dormant AI had not been fully scrubbed, resulting in its awakening and attempts to kill the intruders on its ship. The AI was ultimately stopped by [[Gabriela]], the custodian AI of the event itself, with her describing it as an "autonomous security protocol subroutine".{{Ref/Game|Halo: Outpost Discovery|Covenant Escape}}


The Covenant's strictures on AI loosened during the [[Human-Covenant War|war with humanity]]. Although they considered humanity's smart AIs dangerous heresies and abominations, they recognised that this meant humanity did hold a significant advantage in the field of cyberwarfare in the early stages of the war. While the Covenant were initially caught off-guard, they did begin to investigate the use of artificial intelligences to aid in their war effort. This resulted in two major developments; the first was the unvaulting of polymorphic [[Seeker (AI)|seeker-killers]] based on AI constructs discovered and vaulted within the systems of ''[[Anodyne Spirit]]'', the Forerunner [[keyship]] at the heart of [[High Charity]]. The second was a [[Covenant AI copying program|AI copying program]] undertaken by a handful of brazen researchers who wished to capture and reverse-engineer a human smart AI to suit their needs. The program was only semi-successful - successfully enslaving a human AI to the Covenant's cause and religion, but never managing to turn it to serve them fully. As such, the resulting AI, now rampant and spiteful towards its "creators", escaped into the [[proselytization network]] and multiplied itself into innumerable trace patterns.{{Ref/Reuse|Enc22Cov}} Traces of this AI were later observed aboard ''[[Ascendant Justice]]'' and ''[[Truth and Reconciliation]]'', with the former being captured and dissected by [[Cortana]] in order to study it.{{Ref/Book|Enc09|Page=225}}{{Ref/Book|Enc11|Page=235}} Cortana later used the AI copying matrix to duplicate her own processes during [[Operation: FIRST STRIKE]], leading to the destruction of ''[[Unyielding Hierophant]]''. The same technique was again used in the [[New Phoenix Incident]] in [[2557]] to destroy ''[[Mantle's Approach]]''.{{Ref/Level|H4|Midnight}}
The Covenant's strictures on AI loosened during the [[Human-Covenant War|war with humanity]]. Although they considered humanity's smart AIs dangerous heresies and abominations, they recognised that this meant humanity did hold a significant advantage in the field of cyberwarfare in the early stages of the war. While the Covenant were initially caught off-guard, they did begin to investigate the use of artificial intelligences to aid in their war effort. This resulted in two major developments; the first was the unvaulting of polymorphic [[Seeker (AI)|seeker-killers]] based on AI constructs discovered and vaulted within the systems of ''[[Anodyne Spirit]]'', the Forerunner [[keyship]] at the heart of [[High Charity]]. The second was a [[Covenant AI copying program|AI copying program]] undertaken by a handful of brazen researchers who wished to capture and reverse-engineer a human smart AI to suit their needs. The program was only semi-successful - successfully enslaving a human AI to the Covenant's cause and religion, but never managing to turn it to serve them fully. As such, the resulting AI, now rampant and spiteful towards its "creators", escaped into the [[proselytization network]] and multiplied itself into innumerable trace patterns.{{Ref/Reuse|Enc22Cov}} Traces of this AI were later observed aboard ''[[Ascendant Justice]]'' and ''[[Truth and Reconciliation]]'', with the former being captured and dissected by [[Cortana]] in order to study it.{{Ref/Book|Enc09|Page=225}}{{Ref/Book|Enc11|Page=235}} Cortana later used the AI copying matrix to duplicate her own processes during [[Operation: FIRST STRIKE]], leading to the destruction of ''[[Unyielding Hierophant]]''. The same technique was again used in the [[New Phoenix Incident]] in [[2557]] to destroy ''[[Mantle's Approach]]''.{{Ref/Level|H4|Midnight}}

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