Why don't machine learning research agents overfit?

What happened

New research indicates that AI agents learn compressible models of data, which don’t have enough space to enable memorization.

Summary assembled by rule from the sources below

Timeline

1. 16:32
   First appeared on Hacker NewsHHacker News
2. 17:19
   Discussion started on LobstersLLobsters

Sources