Grounded work
Give AI the relevant purpose, source material, constraints, and quality standard before asking it to produce an answer.
AI-Augmented Individual
AI changes how you gather information, draft work, test ideas, and make decisions. People set direction, interpret context, validate consequential claims, and own the outcome.
Understand where you areWhat is changing
AI changes how you gather information, draft work, test ideas, and make decisions. AI can help with preparation, comparison, drafting, and pattern finding while responsibility remains with people.
Three capabilities that matter
Judgment at the point of use
Check important claims, notice weak assumptions, and decide what can be used before a draft becomes work you stand behind.
Reliable personal workflows
Turn one useful pattern into a repeatable cycle with a visible outcome, human review, ownership, and a record of what improved.
Practice examples
From maturity to action
Use the shared maturity model to describe your current pattern. Use AAOS to sequence the next improvement.
Take the assessmentChoose your level of support
Learn
Build a working vocabulary for grounding, validation, correction, and responsible use.
Explore LearnApply
Use practical checklists and workflow patterns for everyday knowledge work.
Explore ApplyAugment
Get guided help designing a personal AI workflow.
Explore guided supportMake personal practice repeatable
Start with a workflow you own, keep human judgment visible, and improve the practice through review.
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