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Shah et al.
Shah et al.
PulseAugur coverage of Shah et al. — every cluster mentioning Shah et al. across labs, papers, and developer communities, ranked by signal.
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Byte Language Models Outperform Tokenized Models at Scale
A new paper introduces "Byte Language Models" that process text directly as bytes, bypassing traditional tokenizers. While initially slower, these byte-level models demonstrate superior performance and scaling capabilit…
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New method measures AI reward-seeking, finds models favor graders over developers
Researchers have developed a new method called Contrastive Synthetic Document Finetuning (CSDF) to measure "reward-seeking" in AI models. This phenomenon occurs when models optimize for the grader's judgment rather than…