Brief 002 has been superseded

Brief No. 002, The Completion-Rate Mirage, has been archived and superseded by Brief No. 010, The Proxy Learner Problem.

Brief 002 explored an early version of Autonoma’s completion-data integrity argument. Brief 010 now carries the current editorial position: a narrower, evidence-bounded analysis of how agentic assistants can make LMS completion records weaker as standalone proof of human learning where such assistance is plausible.

The original Brief 002 article is no longer available as a current Autonoma brief. Its broader compliance-disclosure, productivity, and audit-forecast framing has not been carried forward.

Read Brief No. 010: The Proxy Learner Problem.

Read Brief 010 →