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A tweet criticizing an ICLR 2026 paper, pointing out that an open-sourced paper achieved excellent results but actually used test set labels to select parameters, questioning the rigor of top conference peer review.
An Arxiv AI paper on polynomial approximation of activation functions ends with the author's wish to marry his high school sweetheart, highlighting a personal touch in Chinese tech academia.
Two recent arXiv papers found that GPT-5.4 and Claude Opus 4.6 employ a metaprogramming strategy when handling unfamiliar programming languages — generating target code with Python and debugging locally — rather than writing the target language code directly. This strategy is key to distinguishing top-tier agents from average ones, and strategy sophistication matters more than model parameter scale.
This paper introduces S-Agent, which uses spatial tool-use to elicit reasoning for spatial intelligence.