…Now consider an actor with explicit malicious intent who misuses Claude to develop working malware, but we have no evidence of deployment or downstream impact—yet. The multiplicative model would, again, zero…
…The risk of these deployments has two components: how likely a failure is, and how much damage one could do. Progress on safeguards and model training has steadily driven down the first…
…In addition to our research—across safety, capabilities, and policy—these concerns drive our approaches to corporate governance, hiring, deployment, security, and partnerships. In the near future, we also plan to make…
…Network defenders should shorten their patch testing and deployment timelines. The critical controls laid out by organizations like the National Institute of Standards and Technology and the UK’s National Cyber Security…
…The government’s own occupational growth forecasts, while directionally correct, have added little predictive value beyond linear extrapolation of past trends. Even in hindsight, the impact of major economic disruptions on the…
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