Edge AI and Cloud Computing
What is the main advantage of using Edge AI over Cloud AI?
Faster processing and lower latency.
What is a common challenge companies face when implementing AI?
Lack of skilled professionals.
What is one economic benefit of AI in the workplace?
Increased efficiency and productivity.
What is the goal of AI regulation?
To ensure ethical and safe use of A
What is an adversarial attack in machine learning?
It’s when attackers input manipulated data to fool AI models.
What kind of devices typically use Edge AI?
Smartphones, IoT devices, and autonomous vehicles.
What best practice helps companies integrate AI more smoothly?
Starting with small pilot projects.
How can AI affect the job market?
It can automate jobs and create new roles.
What region passed the AI Act to regulate artificial intelligence?
The European Union.
What is federated learning designed to protect?
User data privacy while training models collaboratively.
Why do companies still rely on cloud computing even with Edge AI?
For large-scale data storage and heavy computational tasks.
What does "AI readiness" in a company mean?
The company has the infrastructure and mindset to adopt A
What’s one risk of AI in terms of social inequality?
It may widen the gap between high- and low-skilled workers.
What’s a challenge governments face in regulating AI?
Keeping up with fast technological changes.
What is the role of differential privacy?
To ensure individual data cannot be identified in training sets.
What’s one cybersecurity risk of using cloud-based AI?
Data breaches due to centralized storage
What department often benefits first from AI in companies?
Customer service (e.g., chatbots).
How might AI affect access to services in rural areas?
It can improve access via automation and remote support.
What principle is key in AI ethics and regulations?
Transparency and accountability.
Why are AI systems vulnerable to attacks?
Because they learn patterns that can be exploited.
How can hybrid AI systems combine both Edge and Cloud computing?
By processing data locally and syncing with the cloud when needed.
What’s a cultural challenge companies face with AI?
Employee resistance or fear of job loss.
Why is digital literacy important in the age of AI?
To avoid exclusion and help people adapt to tech changes.
What kind of bias can poor regulation fail to address in AI?
Algorithmic or data bias.
What is one ethical issue with using AI in finance for fraud detection?
Risk of false positives harming innocent users.