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Peking University, Congjie He University of Edinburgh, Beijing University of Posts and Telecommunications
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JustDiag reveals that accountability in root cause analysis hinges on explicit justification rather than just fluent conclusions.
LLM inference gets a 2x speed boost without training, thanks to a clever technique that merges retrieval with logit-based speculation.
Grokking isn't just about memorization then generalization; it's a dimensional phase transition in the gradient field, revealing a fundamental shift in how networks learn.