-AI PSA-
DO NOT USE DiVine! Truth came out the platform banned AI to stop the actual implosion of Ai on itself with the #modelcollapse problem & to train a new model with stolen content without the bad ai in it!
#divine #fuckai #acceleratemodelcollapse
DO NOT USE DiVine! Truth came out the platform banned AI to stop the actual implosion of Ai on itself with the #modelcollapse problem & to train a new model with stolen content without the bad ai in it!
#divine #fuckai #acceleratemodelcollapse
November 20, 2025 at 8:12 AM
-AI PSA-
DO NOT USE DiVine! Truth came out the platform banned AI to stop the actual implosion of Ai on itself with the #modelcollapse problem & to train a new model with stolen content without the bad ai in it!
#divine #fuckai #acceleratemodelcollapse
DO NOT USE DiVine! Truth came out the platform banned AI to stop the actual implosion of Ai on itself with the #modelcollapse problem & to train a new model with stolen content without the bad ai in it!
#divine #fuckai #acceleratemodelcollapse
Und wie will man den #Modelcollapse verhindern?
Model collapse - Wikipedia share.google/8CYz40yyMhJk...
Model collapse - Wikipedia share.google/8CYz40yyMhJk...
Model collapse - Wikipedia
share.google
November 26, 2025 at 7:24 PM
Und wie will man den #Modelcollapse verhindern?
Model collapse - Wikipedia share.google/8CYz40yyMhJk...
Model collapse - Wikipedia share.google/8CYz40yyMhJk...
Al cannibalism starts when the machine learns from its own leftovers. Degenerative Al is what happens when synthetic output sludge becomes the diet of systems pretending to understand reality.1/2
#ModelCollapse #Enshittification
#ModelCollapse #Enshittification
July 25, 2026 at 2:20 PM
Al cannibalism starts when the machine learns from its own leftovers. Degenerative Al is what happens when synthetic output sludge becomes the diet of systems pretending to understand reality.1/2
#ModelCollapse #Enshittification
#ModelCollapse #Enshittification
Our new #arXiv paper out!
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
September 3, 2025 at 10:22 AM
Our new #arXiv paper out!
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
"Learning by Surprise": #Surplexity for Mitigation Model Collapse in Generative AI
A new characterization of #modelcollapse in #ai #autophagy and a mitigation inspired by #FreeEnergyPrinciple from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
Or as we like to call it: "Soylent Culture" #ai #chatgpt #soylentculture #modelcollapse
futurism.com/ai-models-fa...
futurism.com/ai-models-fa...
AI Models Show Signs of Falling Apart as They Ingest More AI-Generated Data
As CEOs trip over themselves to invest in AI, the models are falling apart at the seams and going mad from cannibalism.
futurism.com
June 11, 2025 at 5:28 PM
Or as we like to call it: "Soylent Culture" #ai #chatgpt #soylentculture #modelcollapse
futurism.com/ai-models-fa...
futurism.com/ai-models-fa...
There is a lot of talk on #modelcollapse of #ai.. it's a fascinating thought that ai may get rid of humans just to then slowly become numb in a kind of incestial process
November 26, 2023 at 9:31 PM
There is a lot of talk on #modelcollapse of #ai.. it's a fascinating thought that ai may get rid of humans just to then slowly become numb in a kind of incestial process
Is #AI "doomed"? "Researchers proved every #LLM trained on AI-generated content develops an irreversible genetic disorder.
They call it "#ModelCollapse"
When you train an AI on internet data, it learns the patterns of human language.
1/2
They call it "#ModelCollapse"
When you train an AI on internet data, it learns the patterns of human language.
1/2
September 15, 2026 at 9:08 PM
Is #AI "doomed"? "Researchers proved every #LLM trained on AI-generated content develops an irreversible genetic disorder.
They call it "#ModelCollapse"
When you train an AI on internet data, it learns the patterns of human language.
1/2
They call it "#ModelCollapse"
When you train an AI on internet data, it learns the patterns of human language.
1/2
Blandness is obvious when scrolling through the 'content' of LinkedIn.... #GroupThink then #ModelCollapse
Researchers are exploring how generative AI might be homogenizing both culture and cognition.
go.nature.com/3V5EfE1
go.nature.com/3V5EfE1
Bland new world: is AI making us all think the same?
Researchers worry that generative AI is homogenizing culture and cognition.
go.nature.com
September 3, 2026 at 7:41 PM
Blandness is obvious when scrolling through the 'content' of LinkedIn.... #GroupThink then #ModelCollapse
"The model becomes poisoned with its own projection of reality." #AI #modelcollapse www.theregister.com/2025/05/27/o...
AI model collapse is not what we paid for
Opinion: Prediction: General-purpose AI could start getting worse
www.theregister.com
June 2, 2025 at 6:10 AM
"The model becomes poisoned with its own projection of reality." #AI #modelcollapse www.theregister.com/2025/05/27/o...
Check out the latest article in my newsletter: The Internet Is Learning from Its Own Echo www.linkedin.com/pulse/intern... via @LinkedIn #ArtificialIntelligence #AI #GenerativeAI #ModelCollapse #SyntheticData #FutureOfTheInternet #DigitalTrust #AIEthics #TechPolicy #MachineLearning
The Internet Is Learning from Its Own Echo
A reported feature on model collapse, synthetic slop, and the fragile human signal future AI still needs. At 7:14 a.
www.linkedin.com
June 11, 2026 at 1:44 PM
Check out the latest article in my newsletter: The Internet Is Learning from Its Own Echo www.linkedin.com/pulse/intern... via @LinkedIn #ArtificialIntelligence #AI #GenerativeAI #ModelCollapse #SyntheticData #FutureOfTheInternet #DigitalTrust #AIEthics #TechPolicy #MachineLearning
"AI models collapse when trained on recursively generated data" Study shows that repeated training on AI-generated content can cause #ModelCollapse, reducing diversity and losing rare information over time. #AI #LLM #MachineLearning #DataQuality www.nature.com/articles/s41...
AI models collapse when trained on recursively generated data - Nature
Analysis shows that indiscriminately training generative artificial intelligence on real and generated content, usually done by scraping data from the Internet, can lead to a collapse in the ability…
www.nature.com
June 6, 2026 at 3:36 PM
"AI models collapse when trained on recursively generated data" Study shows that repeated training on AI-generated content can cause #ModelCollapse, reducing diversity and losing rare information over time. #AI #LLM #MachineLearning #DataQuality www.nature.com/articles/s41...
Generative AI and LLM (large language models) are in serious trouble
jeremybaker.nz/2025/05/30/g...
#ai #aihallucinations #aimodelcollapse #modelcollapse #aibullshit
jeremybaker.nz/2025/05/30/g...
#ai #aihallucinations #aimodelcollapse #modelcollapse #aibullshit
May 29, 2025 at 10:31 PM
Generative AI and LLM (large language models) are in serious trouble
jeremybaker.nz/2025/05/30/g...
#ai #aihallucinations #aimodelcollapse #modelcollapse #aibullshit
jeremybaker.nz/2025/05/30/g...
#ai #aihallucinations #aimodelcollapse #modelcollapse #aibullshit
#CognitiveDissident
These AI companies (particularly Anthropic) invoked the right to preserve a book to earn the right to burn it. The fire is what makes it legal. Format-shift doctrine, at industrial scale, inverts into a license to destroy the very thing it was built to save.
#ModelCollapse
These AI companies (particularly Anthropic) invoked the right to preserve a book to earn the right to burn it. The fire is what makes it legal. Format-shift doctrine, at industrial scale, inverts into a license to destroy the very thing it was built to save.
#ModelCollapse
July 27, 2026 at 10:19 PM
#CognitiveDissident
These AI companies (particularly Anthropic) invoked the right to preserve a book to earn the right to burn it. The fire is what makes it legal. Format-shift doctrine, at industrial scale, inverts into a license to destroy the very thing it was built to save.
#ModelCollapse
These AI companies (particularly Anthropic) invoked the right to preserve a book to earn the right to burn it. The fire is what makes it legal. Format-shift doctrine, at industrial scale, inverts into a license to destroy the very thing it was built to save.
#ModelCollapse
This is a reminder for you q***rs to talk to #LGBT people who aren’t q***r. #ModelCollapse #PrideMonth2025
June 21, 2025 at 12:24 AM
This is a reminder for you q***rs to talk to #LGBT people who aren’t q***r. #ModelCollapse #PrideMonth2025
“A July 2024 paper published in Nature explored the consequences of training #AI models on recursively generated data. It showed that “irreversible defects” can lead to “ #modelcollapse” for systems trained in this way … “ theconversation.com/an-83-year-o... #JorgeLuisBorges #Internet
An 83-year-old short story by Borges portends a bleak future for the internet
Borges imagined an endless library that contained every possible permutation of letters. The truth is out there, but it’s embedded among hoards of lies and gibberish.
theconversation.com
November 20, 2024 at 3:48 AM
“A July 2024 paper published in Nature explored the consequences of training #AI models on recursively generated data. It showed that “irreversible defects” can lead to “ #modelcollapse” for systems trained in this way … “ theconversation.com/an-83-year-o... #JorgeLuisBorges #Internet
Upper Echelon: "The Case Against Anthropic" | #BigTech #ProjectPanama #BookDestruction #FirstSaleDoctrine #ModelCollapse #ISBNdb #Lawsuits
www.youtube.com/watch?v=hAlQ...
www.youtube.com/watch?v=hAlQ...
Anthropic - Literary Villains
YouTube video by Upper Echelon
www.youtube.com
August 2, 2026 at 3:53 AM
Upper Echelon: "The Case Against Anthropic" | #BigTech #ProjectPanama #BookDestruction #FirstSaleDoctrine #ModelCollapse #ISBNdb #Lawsuits
www.youtube.com/watch?v=hAlQ...
www.youtube.com/watch?v=hAlQ...
#ChatGPT Has Already Polluted the Internet So Badly That It's Hobbling Future AI Development
futurism.com/chatgpt...
#AI #ModelCollapse
futurism.com/chatgpt...
#AI #ModelCollapse
ChatGPT Has Already Polluted the Internet So Badly That It's Hobbling Future AI Development
There may be no undoing the vast amounts of pollution wreaked by ChatGPT. And that's just tough luck for any AI models that come after it.
futurism.com
June 18, 2025 at 10:17 AM
#ChatGPT Has Already Polluted the Internet So Badly That It's Hobbling Future AI Development
futurism.com/chatgpt...
#AI #ModelCollapse
futurism.com/chatgpt...
#AI #ModelCollapse
This is all before #ModelCollapse.
Before the training corpus itself becomes recursively contaminated with other GAI-LLM output.
Before the next generation of models learns from the etiolated outputs of the current one.
en.wikipedia.org/wiki/Model_c...
Before the training corpus itself becomes recursively contaminated with other GAI-LLM output.
Before the next generation of models learns from the etiolated outputs of the current one.
en.wikipedia.org/wiki/Model_c...
May 13, 2026 at 1:04 AM
This is all before #ModelCollapse.
Before the training corpus itself becomes recursively contaminated with other GAI-LLM output.
Before the next generation of models learns from the etiolated outputs of the current one.
en.wikipedia.org/wiki/Model_c...
Before the training corpus itself becomes recursively contaminated with other GAI-LLM output.
Before the next generation of models learns from the etiolated outputs of the current one.
en.wikipedia.org/wiki/Model_c...
Constructed using Nano Banana Pro, this dataset contains 28,000 2K-resolution images tracking the gradual destruction of image content across 100 consecutive edits.
Witness the collapse firsthand.
🔗https://huggingface.co/datasets/kenantang/Banana100
#AI #ModelCollapse #NanoBananaPro #Google
🧵2/2
Witness the collapse firsthand.
🔗https://huggingface.co/datasets/kenantang/Banana100
#AI #ModelCollapse #NanoBananaPro #Google
🧵2/2
February 6, 2026 at 6:14 PM
Constructed using Nano Banana Pro, this dataset contains 28,000 2K-resolution images tracking the gradual destruction of image content across 100 consecutive edits.
Witness the collapse firsthand.
🔗https://huggingface.co/datasets/kenantang/Banana100
#AI #ModelCollapse #NanoBananaPro #Google
🧵2/2
Witness the collapse firsthand.
🔗https://huggingface.co/datasets/kenantang/Banana100
#AI #ModelCollapse #NanoBananaPro #Google
🧵2/2
If this is a topic of interest, come join Prof Alex Bentley next week at lunchtime on Friday over at Newspeak House:
lu.ma/dvbig2kb?tk=...
#modelcollapse
lu.ma/dvbig2kb?tk=...
#modelcollapse
May 30, 2025 at 4:25 PM
If this is a topic of interest, come join Prof Alex Bentley next week at lunchtime on Friday over at Newspeak House:
lu.ma/dvbig2kb?tk=...
#modelcollapse
lu.ma/dvbig2kb?tk=...
#modelcollapse
AI overview & AI "research" features are getting a downgrade b/c many major websites are stopping AI crawlers. AI doesn't click ads so websites don't want people using AI to do the research for them. Do you know what model collapse is? The more we know. #ai #modelcollapse @aunz.theconversation.com
AI is eating website traffic, websites are blocking AI – and reliable information is getting harder to find
AI has broken the economic bargain behind the web, and everybody is losing.
theconversation.com
August 31, 2026 at 9:39 PM
AI overview & AI "research" features are getting a downgrade b/c many major websites are stopping AI crawlers. AI doesn't click ads so websites don't want people using AI to do the research for them. Do you know what model collapse is? The more we know. #ai #modelcollapse @aunz.theconversation.com
Anyone here on #bluesky studying #LLMs? Here's our preprint about #autophagy and linguistic analysis of #ModelCollapse we are working on... #ai #phd #research
arxiv.org/abs/2410.12341
arxiv.org/abs/2410.12341
A linguistic analysis of undesirable outcomes in the era of generative AI
Recent research has focused on the medium and long-term impacts of generative AI, posing scientific and societal challenges mainly due to the detection and reliability of machine-generated information...
arxiv.org
November 15, 2024 at 11:36 AM
Anyone here on #bluesky studying #LLMs? Here's our preprint about #autophagy and linguistic analysis of #ModelCollapse we are working on... #ai #phd #research
arxiv.org/abs/2410.12341
arxiv.org/abs/2410.12341
If you're an #AI company scraping the web for new data to train on, that's bad news, because you also scoop up the AI slop. If models are trained on AI slop, they're likely to encounter #ModelCollapse - like a bad photocopy.
3/5
3/5
August 29, 2025 at 7:35 AM
If you're an #AI company scraping the web for new data to train on, that's bad news, because you also scoop up the AI slop. If models are trained on AI slop, they're likely to encounter #ModelCollapse - like a bad photocopy.
3/5
3/5
Tune in NOW for the premiere of “Model Collapse,” the latest music video from Agentic Summer.
It’s got vintage panic, collapsing buildings, and runaway energy.
youtu.be/ikUS7lAxWY0
#ModelCollapse #MusicVideo #ArchivalFootage #AI #IndieMusic #newmusic
It’s got vintage panic, collapsing buildings, and runaway energy.
youtu.be/ikUS7lAxWY0
#ModelCollapse #MusicVideo #ArchivalFootage #AI #IndieMusic #newmusic
Model Collapse (Official Music Video)
YouTube video by SiliconSnark
youtu.be
June 21, 2026 at 5:56 PM
Tune in NOW for the premiere of “Model Collapse,” the latest music video from Agentic Summer.
It’s got vintage panic, collapsing buildings, and runaway energy.
youtu.be/ikUS7lAxWY0
#ModelCollapse #MusicVideo #ArchivalFootage #AI #IndieMusic #newmusic
It’s got vintage panic, collapsing buildings, and runaway energy.
youtu.be/ikUS7lAxWY0
#ModelCollapse #MusicVideo #ArchivalFootage #AI #IndieMusic #newmusic