54 summarised stories about Safety Research, each linking back to the original source. Browse all topics →
The Atlantic 2 weeks ago 32 ● 16 sources
A former OpenAI safety report lead argues OpenAI’s culture fails to keep up with the risks of building increasingly capable systems. They call for stronger safety science before additional frontier systems are built. The piece pushes for cultural and process changes, including redundancy and operational rigor, instead of relying only on new rules.
Apple Machine Learning Research 2 weeks ago 5
The paper designs two open-ended probes, using a Wizard of Oz setup, to let people train personalized machine learning systems on phenomena they define in their daily lives. The week-long study found ontological boundaries were negotiated at four sites. This shifts evaluation from usability or technical feasibility toward designing methods that support how users set boundaries around the phenomenon, data, and objectivity.
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19 October 2026
Amazon’s biggest push against Nvidia this year landed today in the form of TorchNeuron, an AWS development tool designed to let PyTorch-based AI apps run on its Trainium chips with a one-line configuration change instead of a code rewrite. AWS says roughly 85% of AI apps use PyTorch, and that number matters because it turns the usual “porting tax” into a packaging decision: keep writing in PyTorch, switch the backend, move on. The company also plans upstream PyTorch changes to make the framework more hardware-agnostic, aiming to loosen the gravity that keeps developers clustered around specific accelerator ecosystems—an underappreciated lever in enterprise spending, where platform lock-in often lasts longer than model lifecycles.
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