Online Safety Bill - How Global Platforms Use MLOps to Keep People Safe

Overview

Explore how global platforms use MLOps and AI governance to moderate content and ensure online safety, with insights from social media companies and technology vendors.

Syllabus

• Introduction to Online Safety
Overview of the Online Safety Bill
Importance of online safety in today's digital age
• Fundamentals of MLOps
Definition and components of MLOps
Key benefits of MLOps in managing AI systems
• AI Governance in Online Safety
Understanding AI governance
Role of governance in AI and MLOps integration
Challenges in AI governance
• Content Moderation Strategies
Role of MLOps in automating content moderation
Techniques and tools used for detecting harmful content
Case studies of successful moderation systems
• Insights from Social Media Companies
Strategies used by leading social media platforms
Balancing safety with user privacy and freedom of expression
• Role of Technology Vendors
Partnerships between platforms and tech vendors
Tools and solutions offered by technology vendors for safety and moderation
• Ethical Considerations in AI-based Moderation
Bias and fairness in AI systems
Mitigating biases through MLOps practices
• Future of Online Safety and MLOps
Emerging trends in MLOps for online safety
Predictions and future challenges for global platforms
• Case Study Analysis
Examination of a real-world scenario on online content moderation
Group discussion and presentation of findings
• Conclusion
Recap of key learnings
Open floor Q&A session with industry experts

Subjects

Conference Talks