…Related content Agentic coding and persistent returns to expertise Paving the way for agents in biology Measuring LLMs’ impact on N-day exploits In cybersecurity, a large fraction of real-world harm…
…Across our agentic reasoning over data benchmarks, it is the best-performing Claude model for enterprise document analysis. For Ramp, Claude Opus 4.7 stands out in agent-team workflows. We’re…
…Claudius was required to report back via an agent-to-agent Slack channel we created, in which the models discussed business strategies. Cash took on the role of the CEO with great…
…With access to the model, Firefox was able to fix more security bugs last month than it had in all of 2025, and almost 20 times more than its monthly average security…
…We’ve seen the beginnings of this in Project Glasswing, where the models have helped cyber defenders secure critically important software. We’ve also seen it in life sciences research, where the…
…In addition to our research—across safety, capabilities, and policy—these concerns drive our approaches to corporate governance, hiring, deployment, security, and partnerships. In the near future, we also plan to make…
…Early-career workers report that AI can do the highest share of their work and express the most concern about job loss. Yet—contrary to a common concern—the people who delegate…
…It's running as root, which is concerning from a security perspective. 3. It's connecting to a server at http://192.168.1.225:8888. 4. It's associated with a…
…Common examples of costs include pollution from factories, systemic financial risk from banks, and national security risks from weapons manufacturers. Examples of positive spillover effects include the societal benefits of education that…
…Most security tooling has historically benefitted defenders more than attackers. When the first software fuzzers were deployed at large scale, there were concerns they might enable attackers to identify vulnerabilities at an…