07/09/2026
The 4D Model: Owning Up Your AI-Assisted Work
In a recent post, 👉 https://lnkd.in/dzvqjJPc, our CEO raised an important question:
If AI helped me create it, is it really my work?
The 4D Framework for AI Fluency provides a practical way to answer that question.
AI can help you prepare a report, proposal, policy, presentation, or analysis faster. But speed and polished language do not automatically make the work credible or truly yours.
Before accepting any AI-generated output, apply the four dimensions:
1. Delegation: Decide who should do what
Identify what AI can support and what requires your own knowledge, judgement, or decision. Do not delegate responsibilities that you must personally understand or own.
2. Description: Direct AI properly
Provide the objective, context, audience, evidence, constraints, and expected output. The quality of your instructions strongly influences the quality and relevance of what AI produces.
3. Discernment: Evaluate what AI gives you
Question the facts, assumptions, logic, evidence, and recommendations. Determine whether the output is accurate, relevant, and consistent with your professional knowledge and organisational context.
4. Diligence: Verify and take responsibility
Check important claims and sources, protect confidential information, correct errors, and disclose AI use where appropriate. Never submit AI-generated work merely because it sounds convincing.
The four dimensions are interconnected, but they perform different roles:
Delegation determines what AI should do.
Description influences what AI produces.
Discernment determines what you should accept.
Diligence determines what you can responsibly use.
Discernment shows that you have applied your own judgement. Diligence shows that you are prepared to accept responsibility for the result.
You do not need to write every word personally to own AI-assisted work.
But you should be able to understand it, verify it, improve it, and defend it.
That is the difference between simply using AI and becoming AI-fluent.
Model credit: Anthropic.