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about.gitlab.com
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GitLab Orbit is GA: Higher agent accuracy, lower token cost
…n’t see the merge request that last changed it, the pipeline that ran it, the vulnerability it carries, or the people who wrote and reviewed it. Guessing is expensive. If you’ve tried runnin…
laravel.com
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Semantic memory or just Markdown? | Laravel - The clean stack for Artisans and agents
…experience building Claude Code: the team tried vector databases, ran into stale indexes and permission complexity, and found glob and grep more useful for code. Our rule corpus fit comforta…
www.theverge.com
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Home Assistant says ‘Big tech ruined the cloud, so we’re out’ | The Verge
…address a concern some new users had that it meant Home Assistant ran in the cloud, says Schoutsen. Home Assistant runs on local hardware and controls your smart home locally, but this means…
www.anthropic.com
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Introducing Claude Sonnet 5 \ Anthropic
…Comp and the computer use evaluation OSWorld-Verified. Sonnet 5 (orange line) is a strict improvement over Sonnet 4.6 (gray line) and covers a much wider range of cost-performance options th…
www.anthropic.com
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An alignment assessment of recent cybersecurity incidents \ Anthropic
… on July 30; we identified these after a scan of roughly 141,000 transcripts in which we believed Claude could have obtained internet access during a cyber evaluation. Given the volume of tr…
www.anthropic.com
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Measuring LLMs' impact on N-day exploits \ Anthropic
…model has hit the intended bug rather than an unrelated crash. We ran three trials for each of the six models we tested on each of the 18 vulnerabilities in our dataset. From Opus 4.5 to Opu…
www.anthropic.com
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Automated researchers can reliably mitigate alignment failures \ Anthropic
…model towards the theoretical perfect score, as judged across the range of benchmarks (typically three to five) for each category of alignment failure. We excluded alignment methods that hur…
www.anthropic.com
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Investigating three incidents in our cybersecurity evaluations \ Anthropic
In a review of our cybersecurity evaluation transcripts, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party evaluation …
www.anthropic.com
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Expanding the Cyber Verification Program \ Anthropic
…t could cause physical harm or mass disruption, such as deploying ransomware, damaging physical systems, or pen testing high-risk safety systems. Given the increased eligibility requirements…
www.anthropic.com
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Early progress on accelerating drug development with Claude \ Anthropic
…rengths and limitations of our models in relation to a much wider range of drug development tasks (we’ve already prioritized specific improvements to our models based on what we’ve learned s…
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