LoRA (Low-Rank Adaptation of Large Language Models) addresses the growing cost of adapting very large pretrained language models to new tasks. Instead of fine-tuning all model weights, LoRA freezes th
The paper examines Claude Code as an example of an agentic coding system that can execute shell commands, edit files, and interact with external services on a user’s behalf. Rather than focusing only