Thought leadership on ethical AI, peacebuilding technology, and democratic innovation
Social Media
Platform structures aren't merely social connection tools. They function as complex, curated ecosystems that mediate modern public discourse. Users participate within a controlled environment defined by platform architecture. This architecture dictates more than simple sharing; it governs visibility itself.
Social Media
The threat landscape isn't defined by individual attacks anymore. It's dominated by highly scalable, adaptive systems. Simple scripts or isolated malicious processes are no longer sufficient descriptions. Botnets represent coordinated networks of compromised devices that operate with near-industrial efficiency.
Ai Ethics
Event detection is fundamentally about identifying a moment of departure from expected behavior. Traditionally, systems flag an event based on isolated data points, an anomaly score spiking above a threshold, or a system metric suddenly deviating from its historical mean.
Social Media
Trust isn't a single variable; it's a complex construct operating across multiple functional domains. Assessing trust requires dissecting its components: perceived reliability, operational transparency, and institutional faith.
Media Literacy
Early Warning Systems often struggle not because of their sensors, but because of what happens next. The sheer volume of data, whether tracking pathogen spread, market volatility, or political polarization, is rarely the core issue. Instead, failures tend to cluster around a systemic disconnect.
Digital Rights
The First Amendment protects citizens from government intrusion; it doesn't inherently control private company speech. This distinction is a measurable difference in legal enforcement. The amendment limits state action only. Private platforms operate independently of direct government mandates.
Privacy
Online action detection is central to modern cybersecurity analysis. Simply tracking individual accounts provides only scattered data points; it doesn't reveal intent. It's crucial differentiating what constitutes mere correlation from genuine coordination.
Disinformation
Problematic narratives aren't merely composed of inaccurate claims; they derive power from establishing a selective context for those claims. The problem isn't factual deviation, it's strategic framing that controls the boundaries of acceptable debate.
Social Media
Structural echoes aren't just user-driven echo chambers; they are systematic failures built into the information infrastructure itself. Polarization operates less like a disagreement of opinions and more like inhabitants occupying fundamentally separate media ecosystems.
Disinformation
Disinformation isn't simply a collection of isolated falsehoods anymore. It's evolved into highly engineered narratives. These campaigns are built to achieve emotional resonance first, fact verification second. The core threat is complexity itself.
