This interview with David Gerard is excellent. #ainews #aibubble #modelcollapse
youtube.com/watch?v=03_B...
youtube.com/watch?v=03_B...
‘This smells like model collapse’ | David Gerard
YouTube video by The Tech Report
youtube.com
October 17, 2026 at 2:40 AM
This interview with David Gerard is excellent. #ainews #aibubble #modelcollapse
youtube.com/watch?v=03_B...
youtube.com/watch?v=03_B...
Los del mantra de "la IA seguirá mejorando enormemente" quieren llenar todo del código generado por IA que va a impedir a la IA mejorar en absoluto. #modelcollapse
October 14, 2026 at 10:22 PM
Los del mantra de "la IA seguirá mejorando enormemente" quieren llenar todo del código generado por IA que va a impedir a la IA mejorar en absoluto. #modelcollapse
Schlussendlich nur noch synthetische Inhalte, Werbescheiße, Müll, Propaganda und massenhaft 💩 #Slop & #Fake.
Ein #Modelcollapse mit überwiegend Schrott-Inhalten.
(Video - 11 Min.)
www.youtube.com/watch?v=ueEY...
Ein #Modelcollapse mit überwiegend Schrott-Inhalten.
(Video - 11 Min.)
www.youtube.com/watch?v=ueEY...
Dead Internet Theory: KI übernimmt das Netz | NANO
YouTube video by 3sat NANO
www.youtube.com
October 9, 2026 at 2:45 PM
Schlussendlich nur noch synthetische Inhalte, Werbescheiße, Müll, Propaganda und massenhaft 💩 #Slop & #Fake.
Ein #Modelcollapse mit überwiegend Schrott-Inhalten.
(Video - 11 Min.)
www.youtube.com/watch?v=ueEY...
Ein #Modelcollapse mit überwiegend Schrott-Inhalten.
(Video - 11 Min.)
www.youtube.com/watch?v=ueEY...
Nein, KI kann sich nicht selbst trainieren.
Verschiedene Studien weisen nach, dass KI ohne von Menschen generierten Input degeneriert.
Und zwar sehr schnell: innerhalb weniger Tage erreichen die heute existierenden KI maschinen einen #modelcollapse, wenn sie mit eigenen Daten trainieren...
Verschiedene Studien weisen nach, dass KI ohne von Menschen generierten Input degeneriert.
Und zwar sehr schnell: innerhalb weniger Tage erreichen die heute existierenden KI maschinen einen #modelcollapse, wenn sie mit eigenen Daten trainieren...
October 8, 2026 at 7:23 AM
Nein, KI kann sich nicht selbst trainieren.
Verschiedene Studien weisen nach, dass KI ohne von Menschen generierten Input degeneriert.
Und zwar sehr schnell: innerhalb weniger Tage erreichen die heute existierenden KI maschinen einen #modelcollapse, wenn sie mit eigenen Daten trainieren...
Verschiedene Studien weisen nach, dass KI ohne von Menschen generierten Input degeneriert.
Und zwar sehr schnell: innerhalb weniger Tage erreichen die heute existierenden KI maschinen einen #modelcollapse, wenn sie mit eigenen Daten trainieren...
🔴 LIVE NOW ON VORTEX
📻 Vortex Night ⛓️ (Industrial metal)
──────────────
🎵 MODEL COLLAPSE - SILENT PATH
▶️ Écouter / Listen : VorteX [Radio]
💬 Join us on Discord
#VortexWave #ModelCollapse #PostRock #Ambient #2000s
📻 Vortex Night ⛓️ (Industrial metal)
──────────────
🎵 MODEL COLLAPSE - SILENT PATH
▶️ Écouter / Listen : VorteX [Radio]
💬 Join us on Discord
#VortexWave #ModelCollapse #PostRock #Ambient #2000s
October 5, 2026 at 9:18 PM
🔴 LIVE NOW ON VORTEX
📻 Vortex Night ⛓️ (Industrial metal)
──────────────
🎵 MODEL COLLAPSE - SILENT PATH
▶️ Écouter / Listen : VorteX [Radio]
💬 Join us on Discord
#VortexWave #ModelCollapse #PostRock #Ambient #2000s
📻 Vortex Night ⛓️ (Industrial metal)
──────────────
🎵 MODEL COLLAPSE - SILENT PATH
▶️ Écouter / Listen : VorteX [Radio]
💬 Join us on Discord
#VortexWave #ModelCollapse #PostRock #Ambient #2000s
What happens when AI systems increasingly learn from text created by other AI systems? The possibility of model collapse raises difficult questions about the future of information online.
buff.ly/xmoQ7nC
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
buff.ly/xmoQ7nC
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
AI Writing, How Much of the Internet Made Up of It? - Interconnected Earth
When you open a web browser today, read a blog post, scan a news summary, or evaluate a product comparison, you might read ai writing more likely than not.
buff.ly
October 4, 2026 at 9:39 PM
What happens when AI systems increasingly learn from text created by other AI systems? The possibility of model collapse raises difficult questions about the future of information online.
buff.ly/xmoQ7nC
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
buff.ly/xmoQ7nC
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
#modelcollapse can’t come fast enough
October 2, 2026 at 2:35 AM
#modelcollapse can’t come fast enough
What happens when AI systems increasingly learn from text created by other AI systems? The possibility of model collapse raises difficult questions about the future of information online.
buff.ly/VtvGohN
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
buff.ly/VtvGohN
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
September 29, 2026 at 8:04 PM
What happens when AI systems increasingly learn from text created by other AI systems? The possibility of model collapse raises difficult questions about the future of information online.
buff.ly/VtvGohN
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
buff.ly/VtvGohN
#AI #ModelCollapse #ArtificialIntelligence #Technology #Internet #AIWriting
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
AIが制御不能になって人類滅亡というのは、資金集めのための口実。
本当にまずいのはAIの暴走ではなくて、人がネットに流した、嘘のデータを元にAIが完璧な計算をすること。
「1引く1はゼロより少し多い」っていうビッグバンの揺らぎみたいな小さな間違った前提を教えたら、AIはその狂った前提をもとに、完璧な計算の結果間違った宇宙をどこまでも広げていってしまう。
結局、AIという鏡に映っているのは人がばら撒いた毒。
人が自分で自分の首を絞めているだけ、ということ。
ネットの情報を鵜呑みにしたらどうなるか?サルでも分かる話。
#AI
#ビッグバン理論
#AIの罠
#ModelCollapse
本当にまずいのはAIの暴走ではなくて、人がネットに流した、嘘のデータを元にAIが完璧な計算をすること。
「1引く1はゼロより少し多い」っていうビッグバンの揺らぎみたいな小さな間違った前提を教えたら、AIはその狂った前提をもとに、完璧な計算の結果間違った宇宙をどこまでも広げていってしまう。
結局、AIという鏡に映っているのは人がばら撒いた毒。
人が自分で自分の首を絞めているだけ、ということ。
ネットの情報を鵜呑みにしたらどうなるか?サルでも分かる話。
#AI
#ビッグバン理論
#AIの罠
#ModelCollapse
September 14, 2026 at 7:14 PM
AIが制御不能になって人類滅亡というのは、資金集めのための口実。
本当にまずいのはAIの暴走ではなくて、人がネットに流した、嘘のデータを元にAIが完璧な計算をすること。
「1引く1はゼロより少し多い」っていうビッグバンの揺らぎみたいな小さな間違った前提を教えたら、AIはその狂った前提をもとに、完璧な計算の結果間違った宇宙をどこまでも広げていってしまう。
結局、AIという鏡に映っているのは人がばら撒いた毒。
人が自分で自分の首を絞めているだけ、ということ。
ネットの情報を鵜呑みにしたらどうなるか?サルでも分かる話。
#AI
#ビッグバン理論
#AIの罠
#ModelCollapse
本当にまずいのはAIの暴走ではなくて、人がネットに流した、嘘のデータを元にAIが完璧な計算をすること。
「1引く1はゼロより少し多い」っていうビッグバンの揺らぎみたいな小さな間違った前提を教えたら、AIはその狂った前提をもとに、完璧な計算の結果間違った宇宙をどこまでも広げていってしまう。
結局、AIという鏡に映っているのは人がばら撒いた毒。
人が自分で自分の首を絞めているだけ、ということ。
ネットの情報を鵜呑みにしたらどうなるか?サルでも分かる話。
#AI
#ビッグバン理論
#AIの罠
#ModelCollapse
#AI #famine #ModelCollapse
'talk about a potential A.I. famine.
If we do nothing, starving A.I. chatbots may be left with nothing to eat but their own responses. Think of a photocopy of a photocopy of a photocopy [..] Quality degrades; mistakes amplify & dominate'
www.nytimes.com/2026/08/24/o...
'talk about a potential A.I. famine.
If we do nothing, starving A.I. chatbots may be left with nothing to eat but their own responses. Think of a photocopy of a photocopy of a photocopy [..] Quality degrades; mistakes amplify & dominate'
www.nytimes.com/2026/08/24/o...
September 8, 2026 at 10:32 AM
#AI #famine #ModelCollapse
'talk about a potential A.I. famine.
If we do nothing, starving A.I. chatbots may be left with nothing to eat but their own responses. Think of a photocopy of a photocopy of a photocopy [..] Quality degrades; mistakes amplify & dominate'
www.nytimes.com/2026/08/24/o...
'talk about a potential A.I. famine.
If we do nothing, starving A.I. chatbots may be left with nothing to eat but their own responses. Think of a photocopy of a photocopy of a photocopy [..] Quality degrades; mistakes amplify & dominate'
www.nytimes.com/2026/08/24/o...
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
September 1, 2026 at 12:36 AM
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
AirTag Tracks Bulk Book Shipment to Amazon AI Scanning Facility in Las Vegas
#appleAirtag #destructiveScanning #modelCollapse #projectPanama #vgt3
#nile1
#appleAirtag #destructiveScanning #modelCollapse #projectPanama #vgt3
#nile1
AirTag Tracks Bulk Book Shipment to Amazon AI Scanning Facility in Las Vegas
An Apple AirTag hidden inside a bulk book order tracked a shipment directly to Amazon's VGT3 facility in Las Vegas, where books are destroyed for AI model training.
nile1.com
August 18, 2026 at 9:51 PM
AirTag Tracks Bulk Book Shipment to Amazon AI Scanning Facility in Las Vegas
#appleAirtag #destructiveScanning #modelCollapse #projectPanama #vgt3
#nile1
#appleAirtag #destructiveScanning #modelCollapse #projectPanama #vgt3
#nile1
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...
I read a paper in 2023, "The Curse of Recursion," which talks about how #AI trained on #SyntheticData can lead to forgotten information and cause a #ModelCollapse. It doesn't mention #Hallucinations, but later papers do.
Could #ChatGPT recent hallucination problem be related? 🤔
Could #ChatGPT recent hallucination problem be related? 🤔
May 9, 2025 at 1:31 PM
I read a paper in 2023, "The Curse of Recursion," which talks about how #AI trained on #SyntheticData can lead to forgotten information and cause a #ModelCollapse. It doesn't mention #Hallucinations, but later papers do.
Could #ChatGPT recent hallucination problem be related? 🤔
Could #ChatGPT recent hallucination problem be related? 🤔
#AI #modelcollapse TechCrunch Minute: Will AI get dumber?: Although AI models have made big breakthroughs in the last few years, there’s now a risk that they could get dumber and even collapse, according to a new research paper published in Nature. The phenomenon is described by researchers as…
TechCrunch Minute: Will AI get dumber?
Although AI models have made big breakthroughs in the last few years, there’s now a risk that they could get dumber and even collapse, according to a new research paper published in Nature. The phenomenon is described by researchers as “model collapse.”…
dlvr.it
July 30, 2024 at 4:01 PM
#AI #modelcollapse TechCrunch Minute: Will AI get dumber?: Although AI models have made big breakthroughs in the last few years, there’s now a risk that they could get dumber and even collapse, according to a new research paper published in Nature. The phenomenon is described by researchers as…
Just wait until the text regurgitators have nothing to barf up but other machine-generated vomit.
“After we’ve scraped the web of all human training data...it starts to scrape AI-generated data because that’s all you have. That’s when you get #ModelCollapse..."
evolutionnews.org/2023/11/must...
“After we’ve scraped the web of all human training data...it starts to scrape AI-generated data because that’s all you have. That’s when you get #ModelCollapse..."
evolutionnews.org/2023/11/must...
Must AI Inevitably Degenerate into Nonsense? | Evolution News
AI works because humans are real creative beings, and AIs are built using gigantic amounts of diverse and creative datasets made by humans.
evolutionnews.org
January 6, 2025 at 4:50 PM
Just wait until the text regurgitators have nothing to barf up but other machine-generated vomit.
“After we’ve scraped the web of all human training data...it starts to scrape AI-generated data because that’s all you have. That’s when you get #ModelCollapse..."
evolutionnews.org/2023/11/must...
“After we’ve scraped the web of all human training data...it starts to scrape AI-generated data because that’s all you have. That’s when you get #ModelCollapse..."
evolutionnews.org/2023/11/must...
"AI" is just text regurgitation. As more and more of what it regurgitates is another machine's vomit, the more stupid and ridiculous its puke will become. #ModelCollapse
www.popularmechanics.com/technology/a...
www.popularmechanics.com/technology/a...
A New Study Says AI Is Eating Its Own Tail
Grab your popcorn.
www.popularmechanics.com
December 31, 2024 at 6:08 PM
"AI" is just text regurgitation. As more and more of what it regurgitates is another machine's vomit, the more stupid and ridiculous its puke will become. #ModelCollapse
www.popularmechanics.com/technology/a...
www.popularmechanics.com/technology/a...
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...
In summary, Model Collapse presents significant challenges for AI development, reliability, and sustainability. As we move forward, addressing these issues will be crucial for maintaining trust and advancing technology responsibly. #ModelCollapse #AI #FutureOfAI
December 6, 2024 at 12:30 AM
In summary, Model Collapse presents significant challenges for AI development, reliability, and sustainability. As we move forward, addressing these issues will be crucial for maintaining trust and advancing technology responsibly. #ModelCollapse #AI #FutureOfAI
"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...