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HallusionBench
HallusionBench
PulseAugur coverage of HallusionBench — every cluster mentioning HallusionBench across labs, papers, and developer communities, ranked by signal.
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Visual Para-Thinker introduces parallel reasoning to multimodal LLMs
Researchers have introduced Visual Para-Thinker, a novel framework for parallel reasoning in multimodal large language models (MLLMs). This approach shifts from vertical scaling of reasoning depth to a parallel strategy…
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New theory guides LLM action decisions by selecting optimal controller classes
Researchers have introduced a "Regime Theory" to guide how large language models decide on the best action for a given input. The theory categorizes controllers into four classes, from simple fixed actions to complex pr…