AWS Certified AI Practitioner AIF-C01 Practice Question
A startup publicly releases the full training data, code, and hyper-parameter settings for its new large language model to improve transparency. Under responsible-AI guidance, which safety risk is most likely to grow because of revealing these internal details?
End users will lose the ability to explain how the model reaches its responses.
Inference latency will rise unpredictably because the model is likely to underfit new data.
The model will need substantially more GPU capacity to serve the same traffic volume.
Attackers can more easily create adversarial inputs that make the model produce unsafe or biased responses.
Making a model highly transparent helps users understand and audit it, but exposing source code, weights, or training data also gives malicious actors the information they need to probe weaknesses. With knowledge of the exact architecture and parameters, attackers can more easily craft adversarial prompts or inputs that force the model to produce harmful, biased, or policy-violating outputs. The other options are either unrelated (explainability actually improves, compute cost is unaffected by disclosure) or describe model-quality issues (underfitting, latency) that are not caused by transparency.
Ask Bash
Bash is our AI bot, trained to help you pass your exam. AI Generated Content may display inaccurate information, always double-check anything important.
What are adversarial inputs in machine learning?
Open an interactive chat with Bash
How does transparency help users and auditors in AI models?
Open an interactive chat with Bash
What is Responsible AI guidance and why is it important?
Open an interactive chat with Bash
AWS Certified AI Practitioner AIF-C01
Guidelines for Responsible AI
Your Score:
Report Issue
Bash, the Crucial Exams Chat Bot
AI Bot
Loading...
Loading...
Loading...
Pass with Confidence.
IT & Cybersecurity Package
You have hit the limits of our free tier, become a Premium Member today for unlimited access.
Military, Healthcare worker, Gov. employee or Teacher? See if you qualify for a Community Discount.
Monthly
$19.99
$19.99/mo
Billed monthly, Cancel any time.
3 Month Pass
$44.99
$14.99/mo
One time purchase of $44.99, Does not auto-renew.
MOST POPULAR
Annual Pass
$119.99
$9.99/mo
One time purchase of $119.99, Does not auto-renew.
BEST DEAL
Lifetime Pass
$189.99
One time purchase, Good for life.
What You Get
All IT & Cybersecurity Package plans include the following perks and exams .