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Re:Chatbot Software Begins to Face Fundamental Limitations by imtringued on Sunday February 02, 2025 @07:26AM (#42908228)
Coming up with a reward model seems to be really easy though.

Every decidable problem can be used as reward model. The only downside to this is that the LLM community has developed a severe disdain for making LLMs perform anything that can be verified by a classical algorithm. Only the most random data from the internet will do!

Re:Chatbot Software Begins to Face Fundamental Limitations by marxplank on Sunday February 02, 2025 @10:15AM (#42909139)
that would help with decidable problems but would still be not generalisable for problems with non trivial rewards, or ones with none.
Re:Chatbot Software Begins to Face Fundamental Limitations by astrange on Monday February 03, 2025 @07:44AM (#42917636)
Reasoning seems to generalize, insofar as o1 and DeepSeek-R1 are better at answering questions than their base models.