A health services organization is developing a proprietary generative AI chatbot to assist patients with medical devices. Which of the following should be the organization's HIGHEST priority?

The correct answer is D. Selecting the appropriate training data. AAISM prioritizes training data suitability--lawful sourcing, provenance, quality, representativeness, and safety--especially in health-related applications. The correctness and appropriateness of training data determine clinical safety, reduction of harmful outputs, and…

AI Security Risk Management

Question

Options

AMaximizing neural network size
BTuning algorithms used in the AI model
CMaximizing the amount of training data
DSelecting the appropriate training data

How the community answered

(57 responses)

A
9% (5)
B
14% (8)
C
32% (18)
D
46% (26)

Explanation

AAISM prioritizes training data suitability--lawful sourcing, provenance, quality, representativeness, and safety--especially in health-related applications. The correctness and appropriateness of training data determine clinical safety, reduction of harmful outputs, and compliance with data protection/sector obligations. Larger models or more data do not compensate for inappropriate or low-quality datasets; tuning is secondary to ensuring the right data with rigorous curation, labeling quality, and guardrails aligned to patient safety requirements.

Topics

#AI Training Data#Data Quality#Healthcare AI#AI Risk Mitigation

Community Discussion

No community discussion yet for this question.

Full AAISM Practice