the CINDER Blog

Insights & Best Practices

Articles and stories about Trust and Safety
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Queues: Agility, Customization, and Automating Triage

We built Queues in the Cinder platform to be highly configurable. This post will look at how this flexibility enables faster process change and supports more automated reviews.

Trust & Safety: The Decision Spectrum and Organizational Structure

At Cinder, we conceptualize some of that complexity in the Decision Spectrum, a framework that describes a range of Trust & Safety decision types on a spectrum reflecting various levels of complexity.

Measuring Trust and Safety

Measuring the success (and limitations) of a Trust & Safety program is a complex process, particularly because many Trust & Safety departments are considered cost centers.

Countering Terrorism on Digital Platforms

Digital communications platforms are part of the geopolitical battlespace - and that reality will test platforms in new ways. No company will balance all the considerations perfectly – that cannot and should not be our expectation – but those companies that prepared for these moments will manage better than those that did not. 

How Cinder Interviews Engineers

Engineers are at the center of everything we do at Cinder, so hiring people with the right skills to succeed at our stage of development is critical. Our engineering interview process is designed to identify those individuals.

Build vs. Buy: Trust & Safety Edition

Today, Trust & Safety teams have a robust set of vendor options and so face a question long-pondered by leaders in other areas of the business: whether to build or to buy.

Engineering Insights: How fast data queries with django-zeal support content moderation in Cinder

We’re excited to publicly release django-zeal, a Python package used extensively at Cinder to supercharge database queries by detecting more types of N+1 queries, with more actionable error messages and advanced configurability.

TrustCon 2024: All The Info You Need

Cinder is proud to once again be a sponsor for Trust Con 2024. Use this page as a reference for where you can find us: events, talks, happy hours, and more! See you there.

Brian Fishman Keynote to Terrorism and Social Media Conference (June 17, 2024)

This is the text of a keynote presentation given at the Terrorism and Social Media (TASM) at Swansea University on June 17, 2024. It has been lightly edited for clarity, contains fewer images than those presented during the live presentation, and includes several hyperlink references not applicable for a live audience.

Cinder Joins the Christchurch Call

Cinder is proud to join the Christchurch Call, a multi-stakeholder community established after the Christchurch, New Zealand terrorist attack in 2019.

Toward a Concept of Trust & Safety Orchestration

What is orchestration and how does it matter to Trust & Safety? How can managing and coordinating responses to platform abuse increase human-machine effectiveness?

Queues: Agility, Customization, and Automating Triage

We built Queues in the Cinder platform to be highly configurable. This post will look at how this flexibility enables faster process change and supports more automated reviews.