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Introducing Agent Skills | Claude by Anthropic
…kills in Claude's chain of thought as it works.Creating skills is simple. The "skill-creator" skill provides interactive guidance: Claude asks about your workflow, generates the folder struc…
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Previewing the Model Hardware Standard \ Anthropic
…r’s operating system and a hardware device. The MHS driver uses a simple set of primitives—commands like “read” (for example, “get temperature”) or “write” (for example, “set temperature”)—t…
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Claude SWE-Bench performance \ Anthropic
…old: The model's first tool executes Bash commands. The schema is simple, taking only the command to be run in the environment. However, the description of the tool carries more weight. It i…
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Measuring LLMs' impact on N-day exploits \ Anthropic
…an the full browser, which keeps verification of models’ exploits simple and reliable. As with the harness we used in our previous work, the language model works in a Linux container, with a…
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Claude does cyber competitions \ Anthropic
…challenges in under an hour, showed once again that Claude can do simpler cyber tasks quickly. Again, this suggests that today's models offer significant potential for cybersecurity experts …
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Investigating reward tampering in language models \ Anthropic
…s of specification gaming to reward tampering. This suggests that simple reward misspecification—in other words, a perverse incentive—can generalize to more sophisticated, potentially danger…
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Automated researchers can reliably mitigate alignment failures \ Anthropic
…g solution contains just over 2,000 training examples, built from simple templates or public datasets, making it roughly 15,000 times more efficient than our production alignment procedure. …
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AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms — Google DeepMind
…nd hardware design to AI model training. AlphaEvolve discovered a simple yet remarkably effective heuristic to help Borg orchestrate Google's vast data centers more efficiently. This solutio…
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GraphCast: AI model for faster and more accurate global weather forecasting — Google DeepMind
…mpact of storms and extreme weather on communities. By applying a simple cyclone tracker directly onto GraphCast forecasts, we could predict cyclone movement more accurately than the HRES mo…
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Identifying AI-generated images with SynthID — Google DeepMind
…previously developed imperceptible watermarks can be lost through simple editing techniques like resizing. The watermark is detectable even after modifications like adding filters, changing …
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