Musubi Resources:
Insights & Best Practices
Understanding and Addressing Bias in Content Moderation
Your moderation system may be 2x more likely to flag certain users unfairly. Learn how to identify bias and fix it with practical testing frameworks.
Read article
How to use LLMs for Content Moderation
A practical guide to LLM content moderation from expert T&S practitioners. Learn prompt / policy engineering, model selection, and real-world strategies for 90%+ accuracy.
The Future of T&S is Better Collaboration
Most companies treat T&S like a cost center staffed by disposable contractors. Here's how to position T&S as strategic partners: building exec relationships, demonstrating ROI, and creating collaborative workflows with product/legal/ops. Includes implementation playbook.
Can LLMs moderate nuanced policies?
With strong prompts and diverse training data, LLMs can distinguish harassment from banter, sexual content from sex ed, and satire from hate speech. Requires context examples, edge case coverage, policy engineering, and human calibration. Practical guide with real examples.
Previous