ETC-AI MBA Curriculum Overview
A. AI Foundation & Ethics
Introduction to AI Ethics and Governance
Case Studies:
Microsoft’s Tay Chatbot Controversy
Google’s Project Maven Military AI Withdrawal
Facebook’s Cambridge Analytica Scandal
IBM’s Withdrawal from Facial Recognition Business
OpenAI’s Phased GPT Release Strategy.
B. AI Risk Management
Case Studies:
Tesla Autopilot Accidents and Liability
Uber’s Self-Driving Car Fatality
Amazon’s AI Recruitment Tool Gender Bias
Healthcare.gov Launch Failure
Knight Capital’s Trading Algorithm Disaster
C. AI Privacy and Data Protection
Case Studies:
Clearview AI’s Facial Recognition Database
Apple’s Privacy-First Approach
TikTok Data Collection Concerns
23andMe Data Sharing Practices
Strava’s Heat Map Security Incident
D. Responsible AI Development
Case Studies:
DeepMind’s AlphaFold Open-Source Decision
OpenAI’s GPT-4 Safety Measures
Google’s AI Principles Implementation
Microsoft’s Responsible AI Standards
Intel’s AI Ethics Policy
E. AI Bias and Fairness
Case Studies:
COMPAS Criminal Risk Assessment
Apple Card Gender Bias
Google Photos Racial Misclassification
ZIP Code-Based Insurance Pricing
HR Algorithm Discrimination Cases
AI Implementation & Strategy
F. AI Strategy and Digital Transformation
Case Studies:
Netflix’s Recommendation System Evolution
Walmart’s AI-Driven Inventory Management
Bank of America’s Erica AI Assistant
Starbucks Deep Brew Implementation
DHL’s AI Logistics Optimization
G. AI Project Management
Case Studies:
JP Morgan’s COIN Implementation
Mayo Clinic’s AI Diagnostic Tools
Airbus’s AI Factory Floor
Coca-Cola’s AI Vending Machines
Unilever’s AI Recruitment Process
H. AI Change Management
Case Studies:
GE’s Digital Transformation
Ping An Insurance’s AI Adoption
HSBC’s AI Banking Transformation
Siemens’ Industrial AI Integration
Mercedes-Benz AI Manufacturing Shift
I. AI Infrastructure and Architecture
Case Studies:
Amazon AWS AI Services
Google Cloud AI Platform
Microsoft Azure AI Infrastructure
IBM Watson Evolution
Alibaba Cloud AI Solutions
J. AI Security and Cybersecurity
Case Studies:
Colonial Pipeline Ransomware Attack
Marriott Data Breach
SolarWinds AI Security Incident
Capital One Data Breach
NotPetya Global Cyber Attack
AI Applications & Industries
K. AI in Financial Services
Case Studies:
Ant Financial’s Risk Management
PayPal’s Fraud Detection
Goldman Sachs’ AI Trading
Visa’s Transaction AI
BlackRock’s Aladdin Platform
L. AI in Healthcare
Case Studies:
Babylon Health’s AI Diagnosis
Recursion Pharmaceuticals’ Drug Discovery
Insitro’s AI Biology Platform
Tempus’ Precision Medicine
Zebra Medical’s Imaging AI
M. AI in Manufacturing
Case Studies:
Tesla’s AI Factory
Foxconn’s Lights-Out Manufacturing
BMW’s AI Quality Control
BASF’s Chemical Process Optimization
Bosch’s AI Industrial Solutions
N. AI in Retail
Case Studies:
Amazon Go Stores
Zara’s AI Supply Chain
H&M’s AI Fashion Design
Target’s Predictive Analytics
Sephora’s AI Customer Experience
O. AI in Transportation
Case Studies:
Waymo’s Autonomous Vehicles
FedEx’s Delivery Optimization
Airlines’ Dynamic Pricing
Port of Rotterdam’s AI Operations
JD.com’s Autonomous Delivery
AI Compliance & Regulation
P. AI Regulatory Frameworks
Case Studies:
EU AI Act Implementation
China’s AI Governance
US FDA AI/ML Guidelines
Singapore’s AI Governance Framework
Canadian AI Regulation
Q. AI Compliance Management
Case Studies:
GDPR AI Compliance
HIPAA AI Implementation
SEC AI Trading Rules
Banking AI Regulations
Insurance AI Guidelines
R. AI Auditing and Assessment
Case Studies:
Twitter’s Algorithmic Bias Audit
LinkedIn’s Fairness Assessment
YouTube’s Content AI Audit
Zillow’s Pricing Algorithm Review
Credit Scoring AI Audits
S. AI Liability and Legal Issues
Case Studies:
AI Medical Malpractice Cases
Autonomous Vehicle Accidents
AI Copyright Disputes
AI Privacy Lawsuits
Algorithm Trading Litigation
T. AI Standards and Certification
Case Studies:
IEEE AI Standards
ISO AI Guidelines
NIST AI Framework
AI Safety Certifications
Industry-Specific AI Standards
AI Innovation & Future
U. AI Research and Development
Case Studies:
DeepMind’s Game AI
OpenAI’s Language Models
Meta’s AI Research
Anthropic’s Constitutional AI
Google Brain Projects
W. AI Innovation Management
Case Studies:
SpaceX’s AI Innovation
Boston Dynamics Robotics
Nvidia’s AI Chips
Intel’s Neuromorphic Computing
Samsung’s AI Labs
X. AI Entrepreneurship
Case Studies:
Scale AI’s Growth Story
Databricks’ Evolution
UiPath’s RPA Journey
Dataiku’s Enterprise AI
C3.ai’s Market Entry
Y. AI Sustainable Development
Case Studies:
Google’s Data Center Optimization
Microsoft’s Carbon Negative Pledge
IBM’s Green AI Initiatives
Amazon’s Climate Pledge
Intel’s Sustainable Computing
Z. AI Social Impact
Case Studies:
AI for Good Foundation
UNICEF’s AI Programs
World Food Programme AI
Gates Foundation AI Projects
UN Development AI Initiatives
AI Leadership & Management
AA. AI Leadership and Culture
Case Studies:
Satya Nadella’s AI-First Microsoft
Jensen Huang’s Nvidia Vision
Sundar Pichai’s AI Principles
Sam Altman’s OpenAI Leadership
Marc Benioff’s AI Ethics
AB. AI Talent Management
Case Studies:
Google’s AI Talent Strategy
DeepMind’s Recruitment
Apple’s AI Team Building
Meta’s AI Lab Culture
Amazon’s AI Training
AC. AI Communication and Stakeholders
Case Studies:
Alphabet’s AI Communications
IBM’s AI Ethics Board
Salesforce’s AI Trust
Adobe’s AI Transparency
SAP’s AI Guidelines
AD. AI Crisis Management
Case Studies:
Zoom’s AI Security Crisis
Boeing’s MCAS Crisis
Robinhood’s Algorithm Crisis
Equifax’s AI Security
Volkswagen’s Software Crisis
AE. AI Business Ethics
Case Studies:
Palantir’s Ethical Debates
Facial Recognition Bans
AI Weapons Policies
Social Credit Systems
Predictive Policing Ethics
This is a comprehensive curriculum that covers the major aspects of Ethical, Trustworthy, and Compliant AI in a business context.
AI Foundation & Ethics
AI Implementation & Strategy
AI Applications & Industries
AI Compliance & Regulation
AI Innovation & Future
AI Leadership & Management
Each subject includes five relevant and recent case studies that illustrate key concepts and challenges in the field. Would you like me to:
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