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MasarUX
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axd-i02MasarUX ProIntermediate

Human-Agent Collaboration: Autonomy, Initiative, and Oversight

Learn to design the sustained relationship between a human and an agent that acts across many runs over time — choosing the right autonomy level for a task, designing run contracts and interruption strategy for proactive, long-running work, and building the recovery, verification, and multi-run supervision surfaces a human needs to stay genuinely in control without being asked to verify everything or watch constantly.

20 hours (approximately)3 Levels · 30 Lessons
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By the end of this Course, you can choose and document a defensible autonomy level for a delegated task, design run contracts and an interruption strategy for long-running agentic work, and build the context-recovery, verification, and multi-run supervision surfaces that keep a human genuinely in control of a sustained delegation relationship.

01Design for delegation as an ongoing relationship across many runs, and map a workflow's autonomy-level spectrum with stakes, reversibility, and frequency
02Design for delegation psychology, first-delegation anxiety, over-trust, complacency, and skill atrophy across a sustained relationship
03Design for proactive agent initiative, the added oversight burden of agent-initiated action, and interruption timing and budgeting
04Design temporal UX for hours- and days-long runs, layered progress views, and run contracts that can be amended mid-run
05Design honest context recovery and partial-result communication for a human returning to a long-running process
06Diagnose the gulf of evaluation and design verification aids, sampling strategy, and supervision queues within real human capacity
07Design for supervising multiple concurrent agent runs and build a cross-run oversight dashboard
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Curriculum

3 Levels · 30 Lessons

Assessment

Each Lesson may include a Quiz

Each Level may include an Exam

Completion requirements

Complete the available Lessons

Pass all configured Quizzes and Exams

Locked activities open only after their prerequisites are met

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Course Skills7 Course Skills
Autonomy-Level Design
Interruption Timing and Budgeting
Multi-Run Oversight Design
Run Contract Design
Supervision Queue Design
Temporal Progress Design
Verification-Gap Diagnosis
Related Competency Domains
Interaction Design
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Career Path relationship
Agentic Experience Designer

Completed Course progress automatically counts toward the Career Path when this Course belongs to a Mission.

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What You'll Gain
  • Builds one practiced sustained-oversight judgment across 30 bilingual Lessons
  • Keeps every oversight decision tied to what a real supervisor can verify, never a decorative status label
  • Separates what a design actually delivers in human control from what a calm-looking demo would prefer to imply, at every step
  • Uses scenario-based assessments to rehearse the real judgment calls of a working Agentic Experience Designer's sustained-oversight practice
Who Is This Course For?
  • UX/Product Designers building agent experiences that run repeatedly over weeks or months for the same person
  • Designers moving past single-action confirmation into ongoing delegation relationships, autonomy-level design, and long-running oversight
  • Product teams building supervision tooling for people who must oversee several concurrent agent runs at once
  • Anyone responsible for keeping sustained human oversight real as an agent takes on more initiative and runs for longer
Course Features
  • 3 progressive Levels and 30 substantive bilingual Lessons
  • 30 Lesson Quizzes with 10 scenario-based questions each
  • 3 Level Exams with 15 transfer questions each
  • One structurally validated Practice Task designing an autonomy level, layered progress, interruption points, a run contract, and multi-run supervision for a sustained-oversight workflow
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Course Completion Certificate

Awarded after the Course's configured completion requirements are met.