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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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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…
Peer review is a quality-control mechanism in which editors and specialist referees assess manuscripts before publication.
Moore's Law is the empirical observation made by Intel co-founder Gordon Moore in 1965 that the number of transistors on an integrated circuit doubles at regular intervals while cost per transistor remains roughly stable. Moore initially projected annual doubling; in 1975 he revised the interval to…
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