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LLMs aren't improving at things they're unable to do at all. An example being reasoning.
by samatman 3y ago
LLMs aren't improving at things they're unable to do at all. An example being reasoning.
- olalonde 3y agoLLMs can reason. You can verify this empirically by asking questions which require reasoning to e.g. GPT-4.
- samatman 3y agoFalse. https://arxiv.org/abs/2308.03762 https://arxiv.org/abs/2308.03762
- olalonde 3y agoThis is not peer reviewed research and has some serious issues: https://news.ycombinator.com/item?id=37051450 https://news.ycombinator.com/item?id=37051450
- lossolo 3y agoThere is evidence that they actually can't reason: https://arxiv.org/abs/2311.00871 https://arxiv.org/abs/2311.00871 https://arxiv.org/abs/2309.13638 https://arxiv.org/abs/2309.13638 https://arxiv.org/abs/2311.09247 https://arxiv.org/abs/2311.09247 https://arxiv.org/abs/2305.18654 https://arxiv.org/abs/2305.18654 https://arxiv.org/abs/2309.01809 https://arxiv.org/abs/2309.01809