Progressive Disclosure for LLM-Maintained Wiki Knowledge Bases: a Preregistered Ablation
The study tested if restructuring an LLM-maintained wiki knowledge base using progressive disclosure—keeping only summaries and a catalog—would reduce costs. It found that while avoiding full index loads doesn't save money, targeted access through this method significantly reduces the number of pages cited and tool turns per answer, leading to measurable cost savings across different agent regimes.