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On Wednesday, October 21, 2026, Nvidia unveiled the OpenShell Reference Architecture at GTC Berlin. The announcement was made by CEO Jensen Huang and positions OpenShell as a full-stack, industrial-scale design for building, containing, observing, and enforcing safety policies for AI agents deployed across enterprise data centers and edge infrastructure.
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Peer review is a quality-control mechanism in which editors and specialist referees assess manuscripts before publication.
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Open science encompasses the practice of publishing raw data, analysis code, and experimental protocols alongside traditional scholarly papers. The core mechanism is that transparency converts scientific claims from conclusions requiring trust into inspectable workflows that other researchers can s…
Observational studies and randomized controlled trials (RCTs) represent two foundational approaches to scientific research that differ critically in their capacity to establish correlation versus causation. In observational studies, researchers measure exposures and outcomes as they naturally occur…
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