{"node":{"id":12169,"uuid":"a48ad381-3be8-4dc1-91e4-8d33555fe3aa","title":"Automata from Agent Traces: Failure and Next-Step Prediction","url":"https:\/\/www.xmt.pub\/node\/12169","created":1787720414},"trust_level":"l0_aggregate","publisher":null,"source_url":"https:\/\/arxiv.org\/abs\/2608.23670","provenance":{"algorithm":"sha256(source_url|publisher_id|created)","stored":"b88f8f41f541d8b5da151d1ccf6671217e21ba207ce9622d0240f58d57e254e9","expected":"b88f8f41f541d8b5da151d1ccf6671217e21ba207ce9622d0240f58d57e254e9","status":"verified"}}