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#ai_model_collapse

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BGDon<p>Good read: Beware of AI model collapse! </p><p>In an AI model collapse, AI systems, which are trained on their own outputs, gradually lose accuracy, diversity, and reliability. This occurs because errors compound across successive model generations, leading to distorted data distributions and "irreversible defects" in performance. The final result? A Nature 2024 paper stated, "The model becomes poisoned with its own projection of reality." <a href="https://www.nature.com/articles/s41586-024-07566-y" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41586-024</span><span class="invisible">-07566-y</span></a> </p><p>"In simpler terms, when AI is trained on its own outputs, the results can drift further away from reality." as stated by Aquant. </p><p>Full article here: <a href="https://www.theregister.com/2025/05/27/opinion_column_ai_model_collapse/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theregister.com/2025/05/27/opi</span><span class="invisible">nion_column_ai_model_collapse/</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/AIErrors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIErrors</span></a> <a href="https://techhub.social/tags/AI_Model_Collapse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI_Model_Collapse</span></a> <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://techhub.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ChatGPT</span></a> <a href="https://techhub.social/tags/Llama" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Llama</span></a> <a href="https://techhub.social/tags/Claude" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Claude</span></a> <a href="https://techhub.social/tags/TheRegister" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TheRegister</span></a></p>