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  1. 2026-07-30 / HACKER NEWSPostHog's Agent Autonomy Framework Argues Delegation Depends on the Task, Not the ModelJina Yoon's 2026-07-27 piece, surfacing on HN at 58 points, rejects the premise that agent trustworthiness tracks model quality: 'the real answer has nothing to do with the model, and everything to do with the task.' She grids delegation on two axes -- is the work easy to verify, and are mistakes cheap to reverse -- yielding Level 0 Assistant (hard to check, costly to undo), Level 1 Human-in-the-loop, Level 2 Delegation gated by safety checks, and Level 3 Self-driving. She argues scale is not a factor: get autonomy right at the task level and scale takes care of itself. No quantitative data accompanies the framework.
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