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· Past edition · 6 stories
Retrospective edition reconstructed from later captures. Paper versions may include later updates; coverage labels describe the evidence used.
Research & academia
A small study questions whether multi-agent debate always improves evidence checking.
Why it matters: An agent panel’s apparent benefit can depend on both its models and dataset, complicating attribution to coordination alone.
Research & academia
DiffusionGemma refines blocks of tokens using a model adapted from Gemma 4; the authors report roughly 1,500 output tokens per second on one H100 in their evaluation.
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Why it matters: Diffusion decoding explores a different speed and capability trade-off.