Llm infrastructure

The Missing Primitive for Agent Swarms — Lou Bichard, Ona

The Missing Primitive for Agent Swarms — Lou Bichard, Ona

The talk argues that while agent runtimes and orchestration are solved problems, the crucial missing piece for building scalable 'software factories' is a dedicated coordination layer. Current tools like GitHub are inadequate, and a new primitive, potentially a CLI gateway, is needed for agents to manage tasks, pass messages, and navigate the software development lifecycle.

How To Train An LLM with Anthropic's Head of Pretraining

How To Train An LLM with Anthropic's Head of Pretraining

Anthropic's Head of Pre-training, Nick Joseph, details the immense engineering and infrastructure challenges behind training frontier models like Claude. He covers the evolution from early-stage custom frameworks to debugging hardware at massive scale, balancing pre-training with RL, and the strategic importance of data quality and team composition.