TL;DR of the paper, generated automatically.

Paper proposes SparseRead, so AI agents read only the parts of content they need.

• Savings: up to 92.9% fewer tokens, 89.0% less wall time.
• Quality: task quality kept or improved in 97% of settings.
• Web search: 31-43% fewer tokens, 23-37% less task time.