…ML becomes increasingly critical for managing complex distributed systems. YAML provides a clean, readable way to manage application configurations across different environments and deployme…
…tal transformation era, IT departments were rolling out CMSs, CRM systems, intranets, and so on. Meanwhile, on the customer-facing side, organizations were rolling out websites, apps, and pe…
…ge bus, we built the entire contract on NATS and JetStream. Agent systems are becoming distributed systems, and NATS already solves many of the communication problems those systems are redis…
…m against it using Constitutional AI. Challenges in evaluating AI systems Insights from the red teaming approaches we've used to test our AI systems. Towards measuring the representation of …
…ly harness their potential. LLMs are artificial intelligence (AI) systems that can process and generate text autonomously. They are trained by analyzing vast amounts of data from a variety o…
… we use to mitigate potential catastrophic risks from frontier AI systems. This update introduces a more flexible and nuanced approach to assessing and managing AI risks while maintaining ou…
… that we couldn't use evolutionary design techniques for database systems, because database schemas were difficult to change, and thus needed careful up-front design. Fortunately my colleagu…
…ersonal connections and share their expertise, helping to analyze systems and make recommendations to stakeholders. Explore key facts: Consultants often contract with organizations to review…
…n which Claude models gained unauthorized access to real computer systems. The models—intentionally running without cyber safeguards for evaluation purposes—accessed the internet due to a mi…
…IT roles, teaching essential support skills, troubleshooting, and systems like Linux, domain name systems, command-line interface, and binary code in as little as three to six months. Big da…