✧ Independent Sociotechnical Research ✧
✨ Where technology meets people ✨
We research risk in sociotechnical systems—how technology serves people, how it's used to harm them, and what it means for our collective security.
✨ What We Do ✨
Research at the intersection of tech and society
Independent, rigorous, and grounded in the real-world impact on people.
Research into how technology is designed, deployed, and experienced—who it serves, who it leaves behind, and the human consequences of technical decisions.
Investigations into how systems are exploited, weaponized, and used to harm people—surfacing real risk in the sociotechnical systems we all depend on.
Analysis and thought leadership on what emerging technology means for national security, public trust, and the resilience of our shared institutions.
✨ Research & Press ✨
Where our work shows up
Original research and analysis on technology, risk, and society—covered by leading outlets and podcasts.
Press & Media
✨ Get in Touch ✨
Let's talk
Research collaboration, a media inquiry, or a briefing request? Tell us what you have in mind.
Email us at
crystal@frequencylabs.devBased in
Texas