From the “What Could Go Wrong” files:

#AI Phenomenon Called #ModelCollapse Threatens to Break the Internet

#DigitalTransformation

https://www.businessinsider.com/ai-model-collapse-threatens-to-break-internet-2023-8

So, for fun, I gave ChatGPT a simple rhyming challenge - to find a line that would rhyme with "I am the spirit of this place, and of this house", and did not end in mouse. After ten attempts all ended in mouse or dormouse.

That Model Collapse Disorder is real. #OpenAI #ChatGPT #ModelCollapse

So Model Degeneration seems to happen after just a few iterations of training on other AI generated images, even if the original data is preserved. It's like a turbocharged version of the decay of clones we see in scifi.

So if we flood the networks with massive dumps of every AI image we can possibly make, do we essentially kneecap the usefulness of generative image AIs?

It can't be that simple...can it?

#AIEthics #Midjourney #StableDiffusion #ModelCollapse

https://cosmosmagazine.com/technology/ai/training-ai-models-on-machine-generated-data-leads-to-model-collapse/

@carnage4life
I'm really curious what happens when people start actively #CultureJamming these #LLMs (if anyone has examples of this happening already I'd love to hear). Their whole "vacuum up everything" model assumes that nothing they ingest is actively trying to cause #ModelCollapse.

Only seven months since ChatGPT revolutionized the world, and oh boy, my excitement has almost completely vanished! Who would've thought 'model collapse' would be our saving grace? 😅 Connecting millions of humans to AI, like a real-life Matrix, seems to be the only way forward. #ChatGPT #ModelCollapse #AIHumor

"This 'pollution' with #AiGenerated data results in models gaining a distorted perception of reality.

Even when researchers trained the models not to produce too many repeating responses, they found #ModelCollapse still occurred, as the models would start to make up erroneous responses to avoid repeating data too frequently." #GenerativeAI #ViciousCycle

The AI feedback loop: Researchers warn of 'model collapse' as #AI trains on AI-generated content | VentureBeat
https://venturebeat.com/ai/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-on-ai-generated-content/

Multiplicity • Copy of a Copy
• https://www.youtube.com/watch?v=8xCBM4ne-OU

#AI #ModelCollapse #Multiplicity #CopyOfACopy

Y'know how sometimes, when you make a copy of a copy, it's not quite as sharp as, well, the original …

• https://venturebeat.com/ai/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-on-ai-generated-content/

• https://www.youtube.com/watch?v=8xCBM4ne-OU

#AI #ModelCollapse #Multiplicity #CopyOfACopy

📢 **The AI Feedback Loop: Model Collapse Warning!**

🔍 Researchers warn of 'model collapse' as AI trains on AI-generated content. Half the employees of leading global companies already use generative AI in their workflows, but there's a concern. AI models trained on AI-generated data produce more errors over time and lack response variety.

🔗 Source: [VentureBeat](https://venturebeat.com/ai/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-on-ai-generated-content/)

#AI #GenerativeModels #ModelCollapse

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📢 New Research Alert! 🚨

🔍 Researchers have found a concerning phenomenon called 'model collapse' in AI. Models trained on AI-generated content tend to forget the true data distribution, resulting in more errors over time. 😱

📚 Check out the full article here: [The AI Feedback Loop: Researchers Warn of 'Model Collapse'](https://venturebeat.com/ai/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-on-ai-generated-content/)

#AI #Research #ModelCollapse

[Reference: VentureBeat](https://venturebeat.com/ai/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-on-ai-generated-content/)

📢 Check out this important article on the AI feedback loop and the risks of 'model collapse'! 😱 Training AI models on AI-generated content can lead to irreversible defects and distorted responses over time. Fair representation of minority groups in datasets is crucial. Read more: [Link to Article](source-url) #AI #ModelCollapse

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