LEVEL UP YOUR TRUST & SAFETY POLICY KNOWLEDGE FOR 2025
While the world winds down and hiring takes a break, smart job seekers don’t hit pause entirely. Sure, enjoy your holiday cookies and hot cocoa ☕, but this quiet time is golden for upskilling your knowledge—especially if you’re aiming for a Trust & Safety Policy or Governance role in the new year.
In Part 1, we focused on tools and technical skills. Today’s focus: Policy and Governance! 📜 These skills are crucial for anyone targeting roles in content moderation policy, AI governance, or platform transparency work. Each resource below ranges from basic to advanced so you can build your expertise step by step. Let’s dive in! 🎯
A. Basic: What Does a Typical Policy Look Like? 📋
Read It: TSPA Policy Models
Why It Matters: This is your go-to resource to understand policy frameworks—the building blocks of any content moderation or platform governance role.
Do It:
If you’re serious about getting into policy, start practicing! Write a simple content policy for a platform or issue you care about. It doesn’t need to be perfect—this is a great portfolio piece to showcase in interviews.
Here’s a basic structure you can use:
Introduction: [Brief statement about the platform's purpose and commitment to user safety] Community Guidelines: Define harmful content like hate speech, spam, or illegal activities.
• Introduction: [Brief statement about the platform's purpose and commitment to user safety]
• Community Guidelines: Define harmful content like hate speech, spam, or illegal activities.
3. User Behavior Expectations: Define what are respectful communication, Tolerance and inclusivity & Intellectual property respect.
4. Content Moderation Approach:
How will the platform enforce rules (AI tools, human moderation)? Pre-moderation:Explanation of content review before publishing Post-moderation:Details on reviewing content after publication User Reporting: Steps for reporting issues.
• How will the platform enforce rules (AI tools, human moderation)?
• Pre-moderation:Explanation of content review before publishing
• Post-moderation:Details on reviewing content after publication
• User Reporting: Steps for reporting issues.
5. Enforcement Actions
Content editing or removal Temporary suspension (specify duration) Permanent account blocking Escalation to authorities (for severe violations)
• Content editing or removal
• Temporary suspension (specify duration)
• Permanent account blocking
• Escalation to authorities (for severe violations)
6. Transparency & Improvement: Promise to keep policies updated and share progress via transparency reports.
7. Privacy and Data Protection: Guidelines on sharing personal information
8. Use of AI and Human Moderation: Explanation of how AI tools and human moderators work together
9. Legal Compliance: Statement on adherence to local and international laws
Real-Life Examples:
Anthropic's Responsible Scaling Policy Takeaway: Notice how Anthropic updates its AI policies to scale responsibly. What parts do you agree with? What would you improve? Meta’s Community Standards Takeaway: Meta’s policies are a goldmine for seeing how large platforms balance safety and free expression. Uber's Community Guidelines Takeaway: Uber’s focus on “respectful behavior” and “safety” can inspire platform-wide behavior rules.
• Anthropic's Responsible Scaling Policy Takeaway: Notice how Anthropic updates its AI policies to scale responsibly. What parts do you agree with? What would you improve?
• Meta’s Community Standards Takeaway: Meta’s policies are a goldmine for seeing how large platforms balance safety and free expression.
• Uber's Community Guidelines Takeaway: Uber’s focus on “respectful behavior” and “safety” can inspire platform-wide behavior rules.
B. Governance + AI Goverance🚀
AI governance is booming and will only grow bigger in 2025. Understanding AI’s impact and the policies needed to regulate it can put you ahead in the job market.
Why It Matters:
AI policies ensure platforms use AI ethically and safely—a critical area in Trust & Safety. Learn how AI harms are mitigated and policies designed to protect users.
Quick Reads:
AI Safety Institute Updates: Follow their latest reports and updates on AI policy changes.
T&S Governance Resources AI Safety Institute on LinkedIn Soribel F, Senior AI and Tech Policy Advisor @US Senate Alisar Mustafa’s LinkedIn
• T&S Governance Resources
• AI Safety Institute on LinkedIn
• Soribel F, Senior AI and Tech Policy Advisor @US Senate
• Alisar Mustafa’s LinkedIn
Why It Matters: These resources give you a foundational understanding of online governance structures and how they apply to Trust & Safety. Perfect for beginners looking to step into governance roles!
C. Must-Listen Podcasts 🎧
Podcasts are perfect for learning while you’re on the move—or lounging with holiday snacks. 🎄
Ctrl+Alt+Speech Why It Matters: This podcast covers content moderation challenges and free speech debates. Choose an episode and think: “How would I write a policy to address this issue?” Digital Trust & Safety Insider Why It Matters: Real conversations with hackers, fraud analysts, and risk experts. A great resource for understanding the human side of Trust & Safety issues. Safe Space by Thorn Why It Matters: Thorn tackles child exploitation online—one of the most pressing T&S challenges. Listening helps you understand why safety policies need to evolve with emerging threats.
• Ctrl+Alt+Speech Why It Matters: This podcast covers content moderation challenges and free speech debates. Choose an episode and think: “How would I write a policy to address this issue?”
• Digital Trust & Safety Insider Why It Matters: Real conversations with hackers, fraud analysts, and risk experts. A great resource for understanding the human side of Trust & Safety issues.
• Safe Space by Thorn Why It Matters: Thorn tackles child exploitation online—one of the most pressing T&S challenges. Listening helps you understand why safety policies need to evolve with emerging threats.
D.Explore Specific Policies 📜
Understanding real-world laws and transparency practices will set you apart in interviews.
COPPA (Children’s Online Privacy Protection Act) Why It Matters: COPPA regulates how platforms handle children’s data. If you’re targeting a role related to child safety policies, this is a must-read! Transparency Reports Why It Matters: Platforms like Meta and Google publish transparency reports to show how they enforce policies. Understanding these reports will help you explain how to measure a policy’s effectiveness in interviews.
• COPPA (Children’s Online Privacy Protection Act) Why It Matters: COPPA regulates how platforms handle children’s data. If you’re targeting a role related to child safety policies, this is a must-read!
• Transparency Reports Why It Matters: Platforms like Meta and Google publish transparency reports to show how they enforce policies. Understanding these reports will help you explain how to measure a policy’s effectiveness in interviews.
Ready to Get Ahead? 🎯
This holiday season, strike the perfect balance: recharge, but also level up your skills so you’re ready when hiring picks up again. 🎉
📌 What’s next? Start small! Pick one resource from the list and set aside 30 minutes a day. Before you know it, you’ll have a stronger grasp of policies, governance, and AI.
🎄 What’s your favorite way to upskill during the holidays? Drop your suggestions in the comments! I’d love to hear what you’re learning.
#TrustAndSafety #CareerGrowth #LevelUp #HolidayUpskilling
For additional resources on Trust & Safety, visit the following
TSN Starter kit - https://lnkd.in/gQYpdb2k Everything in Moderation / All TS links - https://lnkd.in/gkSejM85
TSPA curriculum - https://lnkd.in/gWxgs9gZ
Hymanavya Sree Koppula's post on 50 resources to build skills in Trust & Safety.
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