AI Hallucinations - Revision history

Eric: Saved Progress Mid-Long Edit

2025-09-04T14:00:15Z

Saved Progress Mid-Long Edit

← Older revision		Revision as of 14:00, 4 September 2025
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	*As per a reference in the External Links section, this is a phenomenon that can aid in [[AI Generated Content Detection]] in spaces where it’s usage is monitored such as [[Wikipedia]] edits		*As per a reference in the External Links section, this is a phenomenon that can aid in [[AI Generated Content Detection]] in spaces where it’s usage is monitored such as [[Wikipedia]] edits
	or (Wartime) Misinformation Campaigns		or (Wartime) Misinformation Campaigns

			=Role of Bias=
			*While the issue of “Social Media Moderation Bias” was LARGELY not based in reality
			**This can be disc in detail more elsewhere, but essentially Far Right commentators and such being banned is not the same as sensible conservatives being BANNED, also granted CITATION NEEDED, but the impact wasn’t that high

	=Internal Links=		=Internal Links=

Eric: Moved some stuff around

2025-09-04T13:57:28Z

Moved some stuff around

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	***Another example of this would be AI Generated Images of Drumsets		***Another example of this would be AI Generated Images of Drumsets
	****Due to all of the pipes/tubing inherent in there structure, this gives LLMs plenty of opportunities to “cross the streams” or do things such as “Object Clipping” etc		****Due to all of the pipes/tubing inherent in there structure, this gives LLMs plenty of opportunities to “cross the streams” or do things such as “Object Clipping” etc
	~~=Internal Links=~~
	*[[Face Hallucination]]
	**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations

	==In Writing/“Research” ==		==In Writing/“Research” ==
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	*As per a reference in the External Links section, this is a phenomenon that can aid in [[AI Generated Content Detection]] in spaces where it’s usage is monitored such as [[Wikipedia]] edits		*As per a reference in the External Links section, this is a phenomenon that can aid in [[AI Generated Content Detection]] in spaces where it’s usage is monitored such as [[Wikipedia]] edits
	or (Wartime) Misinformation Campaigns		or (Wartime) Misinformation Campaigns

			=Internal Links=
			*[[Face Hallucination]]
			**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations

	=External Links=		=External Links=
	*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]		*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]

Eric: Saved Progress Mid-Long Edit

2025-09-04T13:56:48Z

Saved Progress Mid-Long Edit

← Older revision		Revision as of 13:56, 4 September 2025
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	**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations		**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations

			==In Writing/“Research” ==
			*LLMs have been known to generate Fake Sources, Locations, or even Nonsensical Justifications
			**Granted this varies model by model, and with [[Human in the Loop]] integration AS WELL AS the previously mentioned (largely hypothetical) “ [[Ethical AI]] “ , this is an issue plauging current large scale utilization of the technology
			*As per a reference in the External Links section, this is a phenomenon that can aid in [[AI Generated Content Detection]] in spaces where it’s usage is monitored such as [[Wikipedia]] edits
			or (Wartime) Misinformation Campaigns

	=External Links=		=External Links=
	*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]		*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]

Eric: Saved Progress Mid-Long Edit

2025-09-04T13:53:21Z

Saved Progress Mid-Long Edit

← Older revision		Revision as of 13:53, 4 September 2025
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	**While it isn’t all “Doom and Gloom” , Especially if a [[FOSS]] algorithm is/were made using ONLY approved [[Public Domain]] / [[Creative Commons]] training data etc with a Third Party HEAVILY scrutanized algorithm + users HEAVILY taking it’s results with a grain of salt + thurough [[Fact Checking]] / [[Media Literacy]] etc…that is not the case in the current growing [[Technofeudalist]] / [[Oligarchic]] / [[Kleptocratic]] Status Quo		**While it isn’t all “Doom and Gloom” , Especially if a [[FOSS]] algorithm is/were made using ONLY approved [[Public Domain]] / [[Creative Commons]] training data etc with a Third Party HEAVILY scrutanized algorithm + users HEAVILY taking it’s results with a grain of salt + thurough [[Fact Checking]] / [[Media Literacy]] etc…that is not the case in the current growing [[Technofeudalist]] / [[Oligarchic]] / [[Kleptocratic]] Status Quo

			=Situations/Examples=
			==In Images==
			*Faces on Non-Faces
			*Errors in [[Object Recognition]]
			**For example the “Dog, Pig, Loaf of Bread?” Error that was a plot point in the movie “Mitchells vs the Machines”
			*Trippy Spirals etc in Image Recognition Algorithms run in reverse
			*The common error of People in AI Generated Images having too many fingers etc
			*Errors in Symmetry/Context
			**Many AI Generated Images of Complex Machines cam even be photorealistic, but due to misunderstanding of the context of their design, may not be FUNCTIONAL or even logical in layout
			***Another example of this would be AI Generated Images of Drumsets
			****Due to all of the pipes/tubing inherent in there structure, this gives LLMs plenty of opportunities to “cross the streams” or do things such as “Object Clipping” etc
	=Internal Links=		=Internal Links=
	*[[Face Hallucination]]		*[[Face Hallucination]]
	**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations		**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations


	=External Links=		=External Links=
	*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]		*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]

Eric: Added some more links under the “Internal Links” section

2025-09-04T13:46:45Z

Added some more links under the “Internal Links” section

← Older revision		Revision as of 13:46, 4 September 2025
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	=Internal Links=		=Internal Links=
	*		*[[Face Hallucination]]
			**A somewhat related phenomenon which has utility in [[Facial Recognition]] [[Facial Recognition Algorithms \| Algorithms]] , but also can be a phenomenon of an AI Algorithm “seeing” faces in Noise / Otherwise Non-Face Situations

	=External Links=		=External Links=
	*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]		*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]

Eric: Saved Progress Mid-Long Edit

2025-09-04T13:43:04Z

Saved Progress Mid-Long Edit

← Older revision		Revision as of 13:43, 4 September 2025
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	*A Problem Sometimes Present in Generative Intelligence (AI/Machine Learning) Tools where they will fabricate results that are not based in reality		*A Problem Sometimes Present in Generative Intelligence (AI/Machine Learning) Tools where they will fabricate results that are not based in reality
	*An intuitive analogy would be Signal Noise such as that when the [[ISO (Cameras) ]] is cranked way up in a dark room leading to semi-rainbow noise pixels		*An intuitive analogy would be Signal Noise such as that when the [[ISO (Cameras) ]] is cranked way up in a dark room leading to semi-rainbow noise pixels
	*		**The next “step up” in this would be something akin to that early-moderm AI project where they ran an [[Object Recognition]] algorithm in reverse, and it made some very “trippy” images etc
			**With [[Large Language Models]] this comparison starts to break down, but essentially think of that in reverse
			*Another POTENTIAL issues that doesn’t show up in all LLMs is that due to the [[Profit Motive]] of Companies such as Meta or Google etc, as with [[Social Media]] (which in a perfect world would be optimized for Ease of Use/Respecting User’s Time+Privacy+Mental Health etc, BUT due to heing run in a for-profit manner prioritize Ad Revenue and [[Engagement]] often stole divisiveness and addiction etc, while selling personal data) due to being run in a For-Profit Manner, they prioritize Engagement, and potentially in the Future, Profit (be it in User Data (for ads or for [[Training Data (AI) ]] or via Branded Suggestions etc
			**While it isn’t all “Doom and Gloom” , Especially if a [[FOSS]] algorithm is/were made using ONLY approved [[Public Domain]] / [[Creative Commons]] training data etc with a Third Party HEAVILY scrutanized algorithm + users HEAVILY taking it’s results with a grain of salt + thurough [[Fact Checking]] / [[Media Literacy]] etc…that is not the case in the current growing [[Technofeudalist]] / [[Oligarchic]] / [[Kleptocratic]] Status Quo

	=Internal Links=		=Internal Links=

Eric: Added some more links under the “External Links” section

2025-09-04T12:14:11Z

Added some more links under the “External Links” section

← Older revision		Revision as of 12:14, 4 September 2025
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	=External Links=		=External Links=
	*		*[https://en.m.wikipedia.org/wiki/Hallucination_(artificial_intelligence) Wikipedia Page on AI Hallucinations]

Eric: Saved Progress Mid-Long Edit

2025-09-04T12:13:15Z

Saved Progress Mid-Long Edit

New page

=Basics=
*A Problem Sometimes Present in Generative Intelligence (AI/Machine Learning) Tools where they will fabricate results that are not based in reality
*An intuitive analogy would be Signal Noise such as that when the [[ISO (Cameras) ]] is cranked way up in a dark room leading to semi-rainbow noise pixels
*

=Internal Links=
*

=External Links=
*