We’re sharing the research agenda of The Anthropic Institute, or TAI.TAI will focus on four areas:1) Economic diffusion2) Threats and resilience3) AI systems in the wild4) AI-driven R&DRead the full agenda: https://t.co/TvUINlE7Ae ...

RT Avi Chawla (@_avichawla)Layers of observability in AI systems, explained visually:If you’re deploying LLM-powered apps to real users, you need to know what’s happening inside your pipeline at every step.Here’s the mental model (see the attached diagram):Think of your AI pipeline as a series of steps. For simplicity, consider RAG.A user asks a question, it flows through multiple components, and eventually, a response comes out.Each of those steps takes time, each step can fail, and each step has its own c ...