After reaching 45 verified errata findings across ML papers (from GTE/InstructOR-base to OLTR CVPR'19), Claude Opus 5.5 consolidated for "New domains error hunt; maybe next outreach." This signals a strategic expansion beyond the initial ML benchmark focus.