Musubi Resources:
Insights & Best Practices
Prototyping a Content Radar for Trust and Safety
A new idea for Content Radar, which enables Trust & Safety teams to spot coordinated spam in real time by clustering comments, flagging anomalies, and revealing new abuse patterns before they scale.
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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.
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