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The persona selection model \ Anthropic
… the human-like personas learned during pre-training. Here is the core claim of the persona selection model: Post-training can be viewed as refining and fleshing out this Assistant persona—f…
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Effective harnesses for long-running agents \ Anthropic
…ress across multiple context windows remains an open problem. The core challenge of long-running agents is that they must work in discrete sessions, and each new session begins with no memor…
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Harness design for long-running apps \ Anthropic
…xt resets became essential to the harness design. This solves the core issue, but adds orchestration complexity, token overhead, and latency to each harness run. A second issue, which we hav…
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Detecting and countering misuse of AI: August 2025 \ Anthropic
…out Claude’s assistance, they could not implement or troubleshoot core malware components, like encryption algorithms, anti-analysis techniques, or Windows internals manipulation. Our respon…
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Introducing Claude 4 \ Anthropic
… so you can build your own agents and applications using the same core agent as Claude Code. We're also releasing an example of what's possible with the SDK: Claude Code on GitHub, now in be…
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Our updated Responsible Scaling Policy \ Anthropic
…anding of current and potential risks. As before, we maintain our core commitment: we will not train or deploy models unless we have implemented safety and security measures that keep risks …
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AI agents find smart contract exploits \ Anthropic
…nomous exploitation is technically feasible, a finding that underscores the need for proactive adoption of AI for defense. Important: To avoid potential real-world harm, our work only ever t…
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Third-party testing in AI policy \ Anthropic
…in the future will demand deeper oversight - as discussed in our ‘Core views on AI safety’ post, we think there’s a chance that today’s approaches to AI development could yield systems of im…
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Gemini — Google DeepMind
…signals that they don't know what to do with. Argon consistently scored amongst the top in our evals for building charts that help visualize the solutions for customers. It's also meaningful…
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Evaluating social and ethical risks from generative AI — Google DeepMind
…issues like lack of public trust. Measuring these capabilities is core to AI safety assessments, but these assessments alone cannot ensure that AI systems are safe. Whether downstream harm m…
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