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Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?Yang Yue, Tsinghua University; et al.Zhiqi Chen, Tsinghua University
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This is a deliberate design decision. lock_tree uses a DAG, which lets you declare that branches A and B are independent — neither needs to come before the other. Sounds great, but it has a subtle problem: if thread 1 acquires A then B, and thread 2 acquires B then A, and both orderings are valid in the DAG, you have a deadlock that the compiler happily approved.
As we mentioned in the opening post, the chancellor, Rachel Reeves, has a call with fellow G7 finance ministers this afternoon to discuss surging oil prices and the economic impact of the US-Israeli war with Iran.