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AI and ML Mind Map - Coggle Diagram
AI and ML Mind Map
Ethical Challenges
AI Hiring System Bias
Issue: ML repeats historical discrimination.
Option 1: Use raw historical data
Option 2 (Chosen): Retrain with diverse data + human oversight
Reasoning: Reduces discrimination and improves fairness.
Ethical Theory: Rawls’ Justice Theory
AI Surveillance in Schools
Issue: Facial recognition invades student privacy.
Option 1: Full biometric surveillance
Option 2 (Chosen): Non-biometric attendance + consent rules
Reasoning: Protects student privacy rights.
Ethical Theory: Rights-Based Ethics
Cybersecurity Advantages
AI Detecting Phishing Emails
Issue: Email scanning may violate privacy
Option 1: Deep-scan all email content
Option 2 (Chosen): Scan only metadata/incoming messages
Reasoning: Balances privacy with security.
Ethical Theory: Utilitarianism
AI in Financial Threat Prediction
Issue: False positives may harm customers.
Option 1: Flag all unusual activity
Option 2 (Chosen): Adaptive thresholds + human review
Reasoning: Promotes fairness and avoids unnecessary harm.
Ethical Theory: Virtue Ethics
Cybersecurity Risks
Deepfake CEO Scam
Issue: AI deepfakes trick employees into financial fraud.
Option 1: Rely on existing policies
Option 2 (Chosen): Require verification procedures
Ethical Theory: Social Contract Theory
Reasoning: Reduces risk of manipulation.
Autonomous AI Hacking Tools
Issue: AI that can find vulnerabilities unchecked.
Option 1: Release publicly for research
Option 2 (Chosen): Restrict access + ethics review
Reasoning: Prevents criminal misuse.
Ethical Theory: Precautionary Principle
Privacy and Security Challenges
Smart Home Devices Recording Conversations
Issue: AI speakers record private audio
Option 1: Allow continuous data collection
Option 2 (Chosen): Restrict recordings + require explicit consent
Reasoning: Protects autonomy and prevents misuse.
Ethical Theory: Kantian Ethics
AI Healthcare System Storing Patient Data
Issue: Cloud storage risks patient confidentiality
Option 1: Centralized storage to improve accuracy
Option 2 (Chosen): Encrypt or store data locally
Reasoning: Minimizes breach risk while supporting care.
Ethical Theory: Medical Duty of Confidentiality