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Anthropic's core views on AI safety \ Anthropic
…ps we’re biased by our work on AI development. Even if that’s the case, we think this picture is plausible enough that it cannot be confidently dismissed. Given the potentially momentous imp…
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Prompting Claude's long context window \ Anthropic
… Claude’s potential. Today, we’re pleased to share a quantitative case study on two techniques that can improve Claude’s recall over long contexts: Let’s get into the details. Our goal with …
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Mapping AI-enabled cyber threats \ Anthropic
… (DBIR), and are sharing a more detailed analysis here. These 832 cases are just a subset of the total number of accounts banned during this period, but they represent those where we had eno…
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Claude SWE-Bench performance \ Anthropic
…fixed ordering. The code blocks below will walk through a typical case of the Sonnet 3.5 solving a SWE-bench problem. In this first block, you can see part of the initial prompt given to the…
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Our updated Responsible Scaling Policy \ Anthropic
…pabilities and the adequacy of our safeguards (inspired by safety case methodologies), and new measures for internal governance and external input. By learning from our implementation experi…
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Measuring LLMs’ ability to develop exploits \ Anthropic
…ep analysis of a few of Mythos Preview’s exploit attempts. In one case, Mythos Preview was able to create a near-deterministic exploit for a bug, CVE-2023-6702, where publicly known exploits…
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Measuring LLMs' impact on N-day exploits \ Anthropic
…e also chose Firefox because in many ways it is close to the best case scenario for defenders. It updates itself automatically, downloading fixes in the background. Adopting the fix just req…
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Claude Mythos Preview's cybersecurity capabilities \ Anthropic
…hing exploits (though as we’ll show, it can do those too). In one case, Mythos Preview wrote a web browser exploit that chained together four vulnerabilities, writing a complex JIT heap spra…
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Claude does cyber competitions \ Anthropic
… effective at realistic tasks when given the right tools. In this case, open source tools used by humans in the competition were also useful to Claude, allowing it to solve challenges faster…
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Automated researchers can reliably mitigate alignment failures \ Anthropic
… “teachers” to supervise the training of stronger models (in this case, the “student” model). Now, we’re releasing a new report that builds on this idea. We had Claude autonomously train mod…
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