What cleared AI work actually means
Separate AI skills from clearance and access requirements.
In this lesson · 01 of 7
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Start with the idea
Separate AI skills from clearance and access requirements.
Read the technical tasks and information category separately. A clearance is not evidence of AI skill. It also does not grant permission for every task or disclosure.
Authorized access: Permission to receive or use particular information under the applicable rules.
See the example and check your understanding
A made-up teaching example
One posting asks for public indexing and test automation. Another asks for classified-system administration and access. A training search demo supports part of the first role, not the second.
Ask yourself
Does a clearance prove the person can perform the technical task?
Show the explanation
No. Check skills, evidence and access authority in separate columns.
Start with these checks
- Separate technical skill from access.
- Match saved work to actual role tasks.
- Do not infer disclosure permission.
Use the different practice case below and check every requirement in its full instructions.
The video explains the main idea. Use the sources, instructions and checks below to complete the practice.
Captions appear here during playback.
What cleared AI work actually means
Separate AI skills from clearance and access requirements.
Video playback is unavailable. Read the descriptive transcript below, go directly to practice, or open the video file.
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.
Read the descriptive transcript
0:00 · What you will learn
Separate AI skills from clearance and access requirements.
What appears on screen
Separate AI skills from clearance and access requirements.
0:06 · The idea
Read the technical tasks and information category separately. A clearance is not evidence of AI skill. It also does not grant permission for every task or disclosure.
What appears on screen
Read the technical tasks and information category separately. A clearance is not evidence of AI skill. It also does not grant permission for every task or disclosure.
0:20 · One useful term
Authorized access. Permission to receive or use particular information under the applicable rules.
What appears on screen
Permission to receive or use particular information under the applicable rules.
0:30 · A worked example
One posting asks for public indexing and test automation. Another asks for classified-system administration and access. A training search demo supports part of the first role, not the second.
What appears on screen
One posting asks for public indexing and test automation. Another asks for classified-system administration and access. A training search demo supports part of the first role, not the second.
0:45 · Your turn to think
Does a clearance prove the person can perform the technical task? Pause and decide before continuing.
What appears on screen
Does a clearance prove the person can perform the technical task? Pause the video if you need more time.
1:03 · Why this answer works
No. Check skills, evidence and access authority in separate columns.
What appears on screen
No. Check skills, evidence and access authority in separate columns.
1:11 · Check 1
Separate technical skill from access.
What appears on screen
Separate technical skill from access.
1:17 · Check 2
Match saved work to actual role tasks.
What appears on screen
Match saved work to actual role tasks.
1:22 · Check 3
Do not infer disclosure permission.
What appears on screen
Do not infer disclosure permission.
1:27 · 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.
Watching explains the example. Complete the lesson practice to check what you can do. Explore all visual lessons →
Separate mission, access and technical work. Build a judgment you can explain and a result another reader can inspect.
Prerequisites: know the difference between generated text and source evidence. For configuration vocabulary, use the AI workflow reference. This is public self-study, not official government training, accreditation, a clearance or a professional credential.
Observable outcomes: Separate information category, access eligibility and AI task competence; build a job-evidence matrix with three different mission boundaries.
Part 1 Separate mission, access and technical work
Federal AI work can use public information, controlled unclassified information or classified information. CUI is a category with safeguarding or dissemination requirements grounded in law, regulation or government-wide policy; it is not a synonym for every internal document. A clearance concerns eligibility for classified access. Actual access also depends on the authorized setting, need to know and any required additional permissions. Do not infer access from a job title.
A mission analyst checks source-supported answers; an application engineer implements retrieval and tools; a platform engineer manages serving, capacity and recovery. These jobs can exist inside government, contractors or research organizations. Clearance does not substitute for any of those technical skills. Ask the responsible security office to confirm your actual status and releasable wording rather than using a universal two-year expiry rule.
Part 2 Synthetic worked example
Fictional posting A asks for public document indexing and test automation, with no clearance requirement. Posting B asks for classified-system administration and authorized access. A veteran has a synthetic retrieval demo but no administration evidence. The demo supports part of A; it does not establish qualification for B.
Guided practice: write the tempting conclusion first, then underline the fact that does not support it. Rewrite the conclusion with that limitation visible. Identify one additional observation that would change the decision.
Next step: carry your artifact into OPSEC and AI use in lesson 02; retain assumptions and unanswered questions.
Source: NARA CUI program, consulted 2026-10-02. Agency implementation and the information owner govern real handling decisions.