Advanced Capability Should Not Be an Institutional Privilege
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY A constitutionally grounded AI policy should presume lawful access and regulate harmful conduct and […]
Distribution Is Resilience
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY Open capability spreads adaptation, lowers dependency, and strengthens every layer of the American AI […]
Distillation: Separate Theft From Learning
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY Policy should punish fraudulent extraction and protect real intellectual property without criminalizing ordinary learning […]
Model Substitution Is a Security Control
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY A consequential AI system should survive provider refusal, outage, deprecation, compromise, policy change, and […]
Provenance Is a Lead, Not a Verdict
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY Foreign origin and open weights justify scrutiny; they do not replace capability testing, behavioral […]
The Love Equation: Alignment Is a Runtime Property, Not a Release Certificate
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY A one-time safety test cannot govern a system that changes with every prompt, memory, […]
Containment Is Not Alignment
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY A sealed model can still carry censorship, foreign regulatory framing, hidden triggers, and values […]
The Model You Cannot Use at 2 A.M. Has Zero Defensive Value
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY The Hugging Face incident exposed the operational cost of making defenders dependent on provider […]
Safety Through Custody Is Not a Security Architecture
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY Provider control can be useful, but a nation cannot outsource mission authority to a […]
Control the System, Not the Citizen
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY The central AI-policy mistake is regulating access to intelligence instead of controlling the authority […]
Fast Intelligence, Slow Commitment: A Federal Doctrine for AI-Assisted Decisions
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY Government should use AI to expand options and accelerate understanding while deliberately protecting the […]
The First Answer Advantage: How Speed Becomes Power
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY In an overloaded decision environment, the first coherent frame can matter more than the […]