Language Model Planners do not Scale, but do Formalizers?
arXiv:2603.23844v1 Announce Type: new Abstract: Recent work shows overwhelming evidence that LLMs, even those trained to scale their reasoning trace, perform unsatisfactorily when solving planning …
Owen Jiang, Cassie Huang, Ashish Sabharwal, Li Zhang
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