AWS Hackthon - quiz

During TechU's Innovation Challenge 2025, a team needs to rapidly prototype an AI application that generates personalized study materials without writing code. Their mentor suggests exploring:

• AWS Lambda with custom functions

• PartyRock's experimental environment

• Amazon SageMaker Studio

• Amazon Q's development suite

The university library's AI assistant is providing outdated research citations. After investigation, the team discovers the model lacks current academic publications. Which solution would address this issue?

• Retraining the entire model

• Implementing RAG with current databases

• Developing new image recognition

• Deploying a new model version

During beta testing of the campus mental health AI assistant, it started suggesting potentially harmful coping strategies. The development team needs to implement:

• Performance enhancement protocols

• Ethical behavior boundaries and safety controls

• Processing speed optimizations

• Resource allocation limits

Team Innovate's coding assistant fails to understand student submissions. Their solution architect suggests showing it successful code examples from previous projects. This approach represents:

• Resource optimization strategy

• Few-shot learning methodology

• Quick deployment technique

• Rapid training protocol

The research collaboration platform needs to understand semantic relationships between different academic papers. The system requires:

• Standard encryption methods

• Vector-based semantic representations

• Basic storage techniques

• Traditional learning algorithms

The AI writing tutor produces either too creative or too formulaic responses. The DevOps team needs to modify:

• Security parameters

• Output control characteristics

• Processing efficiency

• Memory management

The Student Records Office needs their AI to access confidential transcripts while maintaining accuracy. They should implement:

• Basic encryption

• RAG with secure databases

• Simple compression

• Standard tokenization

When adapting a foundation model for specialized engineering courses, the team must:

• Optimize hardware configuration

• Customize the model for domain-specific tasks

• Compress existing data

• Update deployment protocols

The campus tour guide AI confidently described facilities that don't exist. This phenomenon is known as:

• Visual misprocessing

• AI hallucination

• System malfunction

• Memory corruption

The admissions department needs to ensure their AI application reviewer maintains fairness across diverse applicant pools. Which AWS service provides built-in safeguards?

• AWS Lambda

• Amazon Bedrock

• Amazon S3

• AWS EC2