AnchorScope
A discovery workspace for turning the WordPress plugin ecosystem into a focused security research queue.
Explore projectINDEPENDENT R&D LAB / IDEAS INTO SYSTEMS
An independent applied R&D lab building across AI, secure software, connected systems, and geospatial technology. Rooted in New Hampshire. Open to what comes next.
01 / CURRENT WORK
We start with a real problem, build the smallest useful thing, and keep testing until the idea proves it deserves to become a system.
A discovery workspace for turning the WordPress plugin ecosystem into a focused security research queue.
Explore projectAn AI-assisted WordPress plugin research system that connects code review, controlled testing, and human judgment.
Explore projectA satellite imagery workspace for exploring possible landscape change in New Hampshire’s Presidential Range.
Explore projectIndependent WordPress and AI security research, from initial hypotheses to reproducible evidence and coordinated disclosure.
Explore projectIndependent WAL projects above. Explore selected professional engineering work in meteorological systems and rail telemetry.
02 / FIELD RESEARCH
Our current field notes focus on AI and software security: clear, reproducible findings that builders and researchers can use.
Why agentic systems collapse trust boundaries—and a practical framework for constraining tool use under hostile context.
Read field note →Moving from static benchmark scores to security signals you can actually operate.
↗A threat model for retrieval systems that assumes every document is adversarial.
↗03 / APPLIED TRAINING
Research becomes more valuable when the method travels. Our training concepts focus on helping teams build and test AI systems with adversarial judgment. Availability and scope are discussed directly with the lab.
Find your program ↗04 / HOW THE LAB WORKS
We follow consequential questions across security, AI, software, and whatever territory comes next.
Prototypes meet real constraints early. Evidence—not attachment—decides what advances.
The finish line is not a clever demo. It is a durable system that helps someone do meaningful work.
05 / START HERE
Interested in a project, holding a problem worth exploring, or working in adjacent territory? Tell us where the uncertainty lives.