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"content": "<p>Turns out large language models also exhibit "groupthink", but uncertainty doesn't seem to help them mitigate it.</p><p>What can you do about it?<br />1. Increase diversity (via Devil's Advocacy)<br />2. Reduce redundancies (via Distillation)</p><p>Free paper via <span class=\"h-card\" translate=\"no\"><a href=\"https://mastodon.online/@tomstafford\" class=\"u-url mention\">@<span>tomstafford</span></a></span> et al.: <a href=\"https://doi.org/10.48550/arXiv.2410.12428\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" translate=\"no\"><span class=\"invisible\">https://</span><span class=\"ellipsis\">doi.org/10.48550/arXiv.2410.12</span><span class=\"invisible\">428</span></a></p><p><a href=\"https://nerdculture.de/tags/AI\" class=\"mention hashtag\" rel=\"tag\">#<span>AI</span></a> <a href=\"https://nerdculture.de/tags/LLM\" class=\"mention hashtag\" rel=\"tag\">#<span>LLM</span></a> <a href=\"https://nerdculture.de/tags/Tech\" class=\"mention hashtag\" rel=\"tag\">#<span>Tech</span></a> <a href=\"https://nerdculture.de/tags/decisionScience\" class=\"mention hashtag\" rel=\"tag\">#<span>decisionScience</span></a> <a href=\"https://nerdculture.de/tags/psychology\" class=\"mention hashtag\" rel=\"tag\">#<span>psychology</span></a> <a href=\"https://nerdculture.de/tags/epistemology\" class=\"mention hashtag\" rel=\"tag\">#<span>epistemology</span></a> <a href=\"https://nerdculture.de/tags/xPhi\" class=\"mention hashtag\" rel=\"tag\">#<span>xPhi</span></a> <a href=\"https://nerdculture.de/tags/logic\" class=\"mention hashtag\" rel=\"tag\">#<span>logic</span></a> <a href=\"https://nerdculture.de/tags/CriticalThinking\" class=\"mention hashtag\" rel=\"tag\">#<span>CriticalThinking</span></a></p>",
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"en": "<p>Turns out large language models also exhibit "groupthink", but uncertainty doesn't seem to help them mitigate it.</p><p>What can you do about it?<br />1. Increase diversity (via Devil's Advocacy)<br />2. Reduce redundancies (via Distillation)</p><p>Free paper via <span class=\"h-card\" translate=\"no\"><a href=\"https://mastodon.online/@tomstafford\" class=\"u-url mention\">@<span>tomstafford</span></a></span> et al.: <a href=\"https://doi.org/10.48550/arXiv.2410.12428\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" translate=\"no\"><span class=\"invisible\">https://</span><span class=\"ellipsis\">doi.org/10.48550/arXiv.2410.12</span><span class=\"invisible\">428</span></a></p><p><a href=\"https://nerdculture.de/tags/AI\" class=\"mention hashtag\" rel=\"tag\">#<span>AI</span></a> <a href=\"https://nerdculture.de/tags/LLM\" class=\"mention hashtag\" rel=\"tag\">#<span>LLM</span></a> <a href=\"https://nerdculture.de/tags/Tech\" class=\"mention hashtag\" rel=\"tag\">#<span>Tech</span></a> <a href=\"https://nerdculture.de/tags/decisionScience\" class=\"mention hashtag\" rel=\"tag\">#<span>decisionScience</span></a> <a href=\"https://nerdculture.de/tags/psychology\" class=\"mention hashtag\" rel=\"tag\">#<span>psychology</span></a> <a href=\"https://nerdculture.de/tags/epistemology\" class=\"mention hashtag\" rel=\"tag\">#<span>epistemology</span></a> <a href=\"https://nerdculture.de/tags/xPhi\" class=\"mention hashtag\" rel=\"tag\">#<span>xPhi</span></a> <a href=\"https://nerdculture.de/tags/logic\" class=\"mention hashtag\" rel=\"tag\">#<span>logic</span></a> <a href=\"https://nerdculture.de/tags/CriticalThinking\" class=\"mention hashtag\" rel=\"tag\">#<span>CriticalThinking</span></a></p>"
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