Peak-Then-Collapse and the Four Interface Channels of Knowledge-Graph Tool Use

Tianda Sun, Dimitar Kazakov

By Callan Zhang · May 25, 2026 · Editorial standards →

Summarised from the primary source with AI assistance under human editorial oversight. Turing Wire is not a primary source — read the original for the authoritative account.

Source: arXiv cs.CL