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· Past edition · 5 stories
Retrospective edition reconstructed from later captures. Paper versions may include later updates; coverage labels describe the evidence used.
Agent frameworks & orchestration
A study tests whether agent aggregators mistake repeated messages for independent evidence.
Why it matters: Repeated copies of one observation do not constitute independent evidence.
Agent frameworks & orchestration
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A benchmark tests repository policy compliance beyond passing code tests.
Why it matters: Passing tests does not establish compliance with repository rules.