Question 1
While preparing stakeholder communication about a proposed Claude use case, a senior manager is applying the AI Fluency Framework Description competency.
Which framing best reflects Description principles for stakeholder communication?
- AOption A:
Omit the human oversight that will remain in place, even though Description principles require expectations that reflect the actual capability boundaries of the use case.
- BOption B:
Understate Claude’s capabilities to lower stakeholder expectations, even though Description principles require accuracy in both directions rather than systematic minimization.
- COption C:
Describe what Claude can reliably produce, the known limitations, and the human oversight that will remain in place, calibrated to the audience’s familiarity with AI.
- DOption D:
Overstate Claude’s capabilities to secure stakeholder support, even though Description principles require accurate framing of what Claude can and cannot reliably produce.
Show answer and explanation
Correct answer: C
Option C is correct because effective Description communicates the intended product, process, and collaborative expectations accurately. Stakeholders need to know what Claude will do, what inputs it requires, which outputs it can produce reliably, where errors or limitations may occur, and which decisions or reviews remain under human ownership. The explanation should be calibrated to the audience: executives may need business value and risk boundaries, while operational or technical users may require workflow details and validation requirements.
Option A conceals a material governance control and could lead stakeholders to misunderstand Claude’s autonomy. Option B is not responsible simply because it is conservative; systematically understating capabilities can produce poor decisions and unjustified resistance. Option D is plainly inappropriate because exaggerated claims create unrealistic expectations and weaken informed oversight.
Anthropic defines Description as effectively communicating goals to produce useful AI behaviour and outputs. Its guidance distinguishes Product Description, Process Description, and Performance Description. Transparent stakeholder framing also supports Diligence by preserving accountability for how AI is represented and used. Therefore, balanced communication about capabilities, limitations, and human oversight is the only defensible framing. See Anthropic’s AI Fluency Description lesson and AI Fluency Framework.
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