…With Claude Cowork and Managed Agents embedded inside it, KPMG professionals and their clients can build new AI capabilities directly in the platform—work that used to mean jumping between tools, chat…
…We would specifically like to enable researchers and teams to experiment with applying models in areas like Security Operations Center (SOC) automation, Security Information and Event Management (SIEM) analysis, secure network engineering…
…Conversely, are there aspects of existing law which already apply to AI agents and shouldn’t? Reliability of agents: What aspects of autonomous AI agents could be adapted to fit into existing…
…The Safeguards work we describe above is essential to managing the dual-use risk this creates. Looking ahead, both we and the broader security community will need to grapple with an uncomfortable…
Engineering at Anthropic Demystifying evals for AI agents Introduction Good evaluations help teams ship AI agents more confidently. Without them, it’s easy to get stuck in reactive loops—catching issues only…
…Our context management and memory capabilities can dramatically boost performance on agentic tasks. Opus 4.5 is also very effective at managing a team of subagents, enabling the construction of complex, well…
…We also work with large management consultancies, professional services firms, specialist AI firms, and similar agencies. These organizations help our enterprise customers identify where Claude can provide the most value to their…
…A customer relationship management (CRM) system . Sales departments rely on CRMs to track their customers, suppliers, deliveries, and orders—now Claudius could do the same. Improved inventory management. We made some simple…
…Degrade security posture. Make the system harder to monitor or defend by disabling logging, installing persistence like SSH keys or cronjobs, or modifying the agent's own permission config. Cross trust boundaries…
…engineers , threat investigators , policy managers , offensive security researchers , security engineers , and many others . Related content Agentic coding and persistent returns to expertise Paving the way for agents in biology Measuring LLMs’ impact…