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Effective harnesses for long-running agents \ Anthropic
As AI agents become more capable, developers are increasingly asking them to take on complex tasks requiring work that spans hours, or even days. However, getting agents to make consistent p…
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Mapping AI-enabled cyber threats \ Anthropic
…recisely the behaviors we expect to see much more of as AI agents become more capable. The findings from this analysis helped inform the safeguards we build into our models. For example, we’…
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Disrupting an AI-orchestrated cyber espionage campaign \ Anthropic
…had been reached in cybersecurity: a point at which AI models had become genuinely useful for cybersecurity operations, both for good and for ill. This was based on systematic evaluations sh…
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Detecting and countering misuse of AI: August 2025 \ Anthropic
…e detection systems, in real time. We expect attacks like this to become more common as AI-assisted coding reduces the technical expertise required for cybercrime. Our response: We banned th…
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Our updated Responsible Scaling Policy \ Anthropic
…L Standards), graduated sets of safety and security measures that become more stringent as model capabilities increase. Inspired by Biosafety Levels, these begin at ASL-1 for models that hav…
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Measuring LLMs' impact on N-day exploits \ Anthropic
…er threat than before—and that the risks will only grow as models become more capable. Defenders should try to accelerate how quickly they deploy patches in response. First, we analyzed mode…
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Investigating reward tampering in language models \ Anthropic
… necessarily operating as their developers intended. As AI models become more capable, we want to ensure that specification gaming doesn’t lead them to behave in unintended and potentially h…
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Automated researchers can reliably mitigate alignment failures \ Anthropic
As AI begins to build itself, automating alignment research becomes increasingly important to let safety research keep pace. Although measuring the success of alignment research is enormousl…
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The race to cure a billion people from a deadly parasitic disease — Google DeepMind
…ask themselves, ‘Have we looked at the AlphaFold structure?’ It’s become common parlance. DNDi’s previous efforts have already cut the amount of time visceral leishmaniasis patients spend in…
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MuZero, AlphaZero, and AlphaDev: Optimizing computer systems — Google DeepMind
…these first two steps show great promise of MuZero’s potential to become a more generalized tool, helping find optimal solutions across the entire video compression process. A visualization …
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