Scientist, Immigranthttps://bsky.app/profile/yasserroudi.bsky.socialhttps://bsky.app/profile/yasserroudi.bsky.social/post/3ltm2i5qfck2k1/3 What happens if one repeatedly retrains a machine on data primarily generated from itself? For example when students use LLMs to write their essays that they then put online. And then profs use LLMs to write a paper on that topic and so on 😎 arxiv.org/abs/2506.20623 https://arxiv.org/abs/2506.2062310 Jul 2025 09:49 +0000at://did:plc:egczckohk3abblpy4adzldxn/app.bsky.feed.post/3ltm2i5qfck2khttps://bsky.app/profile/yasserroudi.bsky.social/post/3lrgitotsek2z1/5 Imagine if Newton, Galileo etc divided objects to heavy ones and light ones instead of assigning mass to them: no Eq. of motion+endless arguments about what's heavy/light; likely in caves. In a recent paper, we avoid binarization in Topol. Data Analysis t.co/5LZ20S0DKw https://t.co/5LZ20S0DKw12 Jun 2025 18:00 +0000at://did:plc:egczckohk3abblpy4adzldxn/app.bsky.feed.post/3lrgitotsek2z