the CINDER Blog

Insights & Best Practices

Articles and stories about Trust and Safety
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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.

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. 

Why Salesforce Doesn’t Cut It As A Content Moderation Platform

Using Salesforce as a content moderation platform becomes clunky, expensive, and inefficient. Here are tips on how to smoothly migrate off Salesforce.

Improve Your QA Speed and Accuracy: How Patreon Uses Cinder For Data Labeling

Cinder partners with ROOST to support open source safety

Cinder is excited to partner with ROOST to further support online safety in open source tools, a cause at the root of Cinder's mission.

Cinder for AI Trust, Risk and Security Management (TRiSM)

AI Trust, Risk, and Security Management (TRiSM) is critical in ensuring AI systems deliver reliable, mission-aligned outcomes while mitigating risks such as unpredictability, adversarial exploitation, and compliance issues. Learn how Cinder's platform empowers organizations with accountability, observability, flexibility, and security tools to integrate and manage AI effectively within complex workflows.

Trust & Safety Lessons for National Security Innovation

What the national security community can learn from the world's most innovative Trust & Safety teams.

How Cinder built a NCMEC integration that streamlines the reporting process

Learn how Cinder is helping customers automate and integrate their platforms with NCMEC's CyberTipline to improve quality and efficiency in their reporting.