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The cleared AI role landscape
Choose roles by their work, not by a shared AI title.
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The cleared AI role landscape
Choose roles by their work, not by a shared AI title.
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Source-based teaching example · Fictional data · Reviewed 2026-10-03. Microsoft Mark · locally synthesized. On a small screen, use fullscreen for diagram details or read the transcript.
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0:00 · What you will learn
Choose roles by their work, not by a shared AI title.
What appears on screen
Choose roles by their work, not by a shared AI title.
0:06 · The idea
Compare the tasks in actual postings. Use evidence to show which you can perform. A gap can guide training without becoming claimed production experience.
What appears on screen
Compare the tasks in actual postings. Use evidence to show which you can perform. A gap can guide training without becoming claimed production experience.
0:19 · One useful term
Role evidence. Work that demonstrates a task relevant to the particular role.
What appears on screen
Work that demonstrates a task relevant to the particular role.
0:27 · A worked example
Two postings say AI engineer. One needs services, releases and support; the other needs research and source checking. Riley has stronger evidence for the research work and lacks recovery evidence.
What appears on screen
Two postings say AI engineer. One needs services, releases and support; the other needs research and source checking. Riley has stronger evidence for the research work and lacks recovery evidence.
0:43 · Your turn to think
Do identical job titles imply identical qualification requirements? Pause and decide before continuing.
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Do identical job titles imply identical qualification requirements? Pause the video if you need more time.
1:01 · Why this answer works
No. Read the task requirements and match them to inspectable work.
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No. Read the task requirements and match them to inspectable work.
1:09 · Check 1
Name evidence for demonstrated tasks.
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Name evidence for demonstrated tasks.
1:15 · Check 2
Keep partial evidence partial.
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Keep partial evidence partial.
1:19 · Check 3
Choose a specific next practice target.
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Choose a specific next practice target.
1:25 · Now try a different case
Open the lesson and try its different practice case. Use every check in the full task. Watching alone does not mark the lesson complete.
What appears on screen
Open the lesson Try the new case Check and revise The full task and its requirements are in the linked lesson.
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