Anthropic removed approximately 80% of the system prompt for its newest Claude Code models, allowing the AI to use surrounding context and judgment more effectively. This optimization aims to enable models to explore 'unknown unknowns' and provide novel perspectives on problems.
Agentic model efficiency improves by reducing explicit constraints, allowing models to leverage broader context for problem-solving.