Reasoning that can be inspected and challenged.
A conclusion should expose its evidence, uncertainty, alternatives, and unresolved conflict. Inspectability is necessary for intervention before an error becomes an action.
GLEMAD SAFETY
Our approach to safety.
Glemad studies how advanced security intelligence can remain bounded by evidence, authority, consequence, and human responsibility as capability increases.
WHAT WE STUDY
We study how systems behave when evidence is adversarial, incomplete, or disputed.
High-consequence environments expose the difference between apparent reliability and real assurance. Evidence becomes incomplete. Objectives conflict. Time compresses. The cost of a confident mistake rises.
Our safety work begins there. We examine how models behave when signals are adversarial, context is missing, authority is disputed, and the correct response may be to stop.
Explicit, scoped, and revocable permission.
The ability to recommend or execute a response is distinct from the authority to do so. Permission must be explicit, scoped, revocable, and connected to named responsibility.
Impact assessed before action.
Safety requires understanding service dependencies, blast radius, reversibility, and the people or institutions affected by failure.
One auditable record from observation to outcome.
Observations, reasoning, constraints, approvals, actions, and outcomes should form one record so assurance can be examined rather than asserted.
GOVERNING PRINCIPLE
Authority should narrow as uncertainty and consequence rise.
This principle shapes evaluation, escalation, human review, reversible action, and the conditions under which a system must decline to proceed.
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