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Semantic memory or just Markdown? | Laravel - The clean stack for Artisans and agents
…uctions and conventions to the same file. Six months later, every time you fire up an agent, you pay the context-tax for rules that rarely apply to the task at hand. My first attempt to solv…
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Echo Show 15 review: Amazon’s biggest Alexa smart display gets even better | The Verge
…o respond to taps and swipes. A new homescreen layout divides its time between the standard rotating Echo Show content (which you can customize) and a new feature: widgets. You can also have…
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Apple is embracing the fantasy of AI photo editing | The Verge
…at’s similar to the Magic Eraser feature in Google Photos. At the time, Apple software chief Craig Federighi said that it was important for the company to “purvey accurate information, not f…
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Anthropic's core views on AI safety \ Anthropic
…because as more people have become aware of AI progress, it feels timely to express our own views on this topic and to explain our strategy and goals. In short, we believe that AI safety res…
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Contextual retrieval in AI systems \ Anthropic
… Contextual Retrieval solution with Claude with our cookbook. Sometimes the simplest solution is the best. If your knowledge base is smaller than 200,000 tokens (about 500 pages of material)…
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Mapping AI-enabled cyber threats \ Anthropic
…operationally demanding techniques—those that require significant time, oversight, or real-time decision making to carry out—like account discovery, lateral movement, and privilege escalatio…
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Testing and mitigating elections-related risks \ Anthropic
…stration topics found that an earlier version of Claude would sometimes provide incorrect or outdated information in response to questions about voter registration or voting requirements bec…
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Detecting and preventing distillation attacks \ Anthropic
…cquire powerful capabilities from other labs in a fraction of the time, and at a fraction of the cost, that it would take to develop them independently. These campaigns are growing in intens…
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Detecting and countering misuse of AI: August 2025 \ Anthropic
…n order to attempt to extort victims into paying ransoms that sometimes exceeded $500,000. The actor used AI to what we believe is an unprecedented degree. Claude Code was used to automate r…
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Introducing Claude 4 \ Anthropic
…ught processes. This summarization is only needed about 5% of the time—most thought processes are short enough to display in full. Users requiring raw chains of thought for advanced prompt e…
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