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· Past edition · 11 stories
Retrospective edition reconstructed from later captures. Paper versions may include later updates; coverage labels describe the evidence used.
Research & academia
A benchmark tests complete scientific workflows rather than just final answers.
Why it matters: Scientific workflows need evaluation of complete tasks, not isolated answers.
Research & academia
A memory study distinguishes direct recall from useful conversational integration.
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Why it matters: Memory should be evaluated in how it is used within conversation.