The Limitations of Accountability: Why Negative Incentives Alone Fail to Prevent Catastrophic Errors

AI Failures Require Operational Crisis Response, Not Just Governance Compliance

For the last few years, most organizations have talked about AI risk in the language of governance. Is the model accurate? Is it fair? Is th

The Black Box Myth: How the AI Industry Uses Opacity to Avoid Accountability

Tech Policy Press fellow Eryk Salvaggio says it's a problem is that those of us outside of the AI industry don’t know what rules they are fo

From EDR to Operational Resilience: Key Barriers for Security Teams

Endpoint detection and response requires operationalization—continuous monitoring, investigation, prioritization, and rapid containment—to b

Platform Enabled Structural Harms & The Limits of the Current Accountability Regime

Why Traditional Monitoring Fails AI Systems: The Case for Continuous Behavioral Feedback

Your monitoring tools are lying to you. Not with the wrong data but with no data at all. "AI never crashes or throws errors when something g

The Reliable Team Trap: How Overdelivering Can Limit Career Growth

Why delivering well can quietly cap your career, and what to do about it