Task-to-Role Matrix

Definition. An explicit per-process-step decision of whether each task is agent-owned, agent-assisted (human reviews), or human-owned. The practical core of an augmentation strategy: agents take repeatable low-judgment steps (research, first-draft, writeback, routing), humans keep discovery, negotiation, multi-threading, and governance.

@misc{shalvi_gtm_task_to_role_matrix,
  author = {Singh, Shalvi},
  title  = {Task-to-Role Matrix — GTM World Model Glossary},
  year   = {2026},
  url     = {https://shalvisingh.com/gtm/glossary/task-to-role-matrix}
}