Richard Marshall
Neural Network Custodian
Human-first systems.
Deliberate limits.
Accountability over automation.
What I Do
I work at the boundary between intelligent systems and human trust. My focus is not acceleration, but restraint: helping people decide where artificial intelligence belongs, where it does not, and what must remain irreplaceably human.
Why This Matters
As systems become more capable, pressure to deploy them faster increases. What is missing is stewardship: judgment, limits, and accountability that preserve human agency instead of eroding it.
Writing
I write occasionally about trust, agency, faith, and restraint in an age of intelligent systems.