…Anthropic recommends Managed Agents for tasks that require a long time to complete and lots of tool calls, can operate in cloud-hosted secure containers, and benefit from persistent file and conversation…
…The missing piece, at least for my workflow, was a dedicated coding model, and that's where Qwen 3-Coder 30B enters the picture. The "division of labor" is quite simple to…
…More specifically, threat actors are using AI in the later, more complex stages of their cyber operations. Cyberattacks are becoming more autonomous , and the fact that AI can be used to chain…
…Another category is operating software—deploying, configuring, running pipelines, monitoring systems. Two categories are more about working out what to do: understanding how an existing system works, and planning a change before…
…I clicked the submit button, and Claude asked me a few questions before starting: Did I want installation instructions, operating procedures, or both? Would this manual be just for my family or…
…Instead of spending time writing a complex prompt to nail the aspects of design, the model provided a structured questionnaire to define the scope and behavior of the page. The questionnaire addressed…
…So far, 8x8’s annualized bill for Claude is “well below” that figure, says Joel Neeb, the company’s chief transformation and business operations officer. Neeb expects the savings and costs to…
…at least four other government systems. Publicly available details about the AIDP are sparse, but military assessments have described the tool as being able to prepare intelligence ahead of military operations, as…
Every major AI breakthrough arrives with the same question: does this change the rules? Claude Mythos Preview – and Anthropic's assertion that it can outperform humans in certain hacking and cyber defense…
…a question is itself a form of agency. We use “limits its own autonomy” to mean that Claude chooses to seek guidance from the human when it could have continued operating independently…