Insights & Best Practices
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.
Why Your Moderation Strategy Is Failing Users—and How to Fix It with Data Labeling
A step-by-step guide for teams that want to learn how to shift from an action-centric to a policy-centric moderation approach that is fair, transparent, and scalable.
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.
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.
Building Bolt: How We Launched Cinder’s New Design System
Trust and Safety professionals operate in high-stakes environments where every second counts and accuracy is paramount. That’s why Cinder has invested deeply in building Bolt, Cinder’s new design system, with flexibility, scalability, and precision at its core.