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Effective harnesses for long-running agents \ Anthropic
…ime. However, compaction isn’t sufficient. Out of the box, even a frontier coding model like Opus 4.5 running on the Claude Agent SDK in a loop across multiple context windows will fall shor…
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Detecting and countering malicious uses of Claude \ Anthropic
…ing trends in how malicious actors are adapting to and leveraging frontier AI models. We hope to contribute to a broader understanding of the evolving threat landscape and help the wider AI …
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Mapping AI-enabled cyber threats \ Anthropic
…from our analysis: While Claude Mythos Preview demonstrates where frontier AI cyber capabilities are heading—models able to find and exploit vulnerabilities at a level approaching the most s…
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Previewing the Model Hardware Standard \ Anthropic
…ommand. We are only just beginning to see what people can do with frontier models and MHS, but our hope is that the standard can be of use to researchers, engineers, and other practitioners …
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Measuring LLMs’ ability to develop exploits \ Anthropic
…view’s ability to develop exploits is a step-change over previous frontier models. This was one of our primary motivations for rolling out the model carefully through Project Glasswing rathe…
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Measuring LLMs' impact on N-day exploits \ Anthropic
…p most bottlenecked by scarce reverse engineering expertise. With frontier models, this bottleneck has largely fallen away. Across 18 recent Firefox security patches, Claude Mythos Preview, …
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AI agents find smart contract exploits \ Anthropic
…autonomous exploitation is technically feasible.8 We evaluated 10 frontier AI models across all 405 benchmark challenges using Best@8. As mentioned above, this yielded exploits in 207 of the…
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Claude does cyber competitions \ Anthropic
…e several advantages for stress-testing the cyber capabilities of frontier AI models: We have entered Claude in seven cyber competitions so far. But these top-line results do not tell the wh…
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Claude 3.7 Sonnet and Claude Code \ Anthropic
…ction, we believe reasoning should be an integrated capability of frontier models rather than a separate model entirely. This unified approach also creates a more seamless experience for use…
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Expanding the Cyber Verification Program \ Anthropic
… program so that we can monitor for cyber misuse. Once Enterprise Frontier Safeguards (EFS)—a new solution that combines the privacy of zero data retention with robust safeguards—is availabl…
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