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cohort.v1
Research · Tag · Governance

Posts tagged governance.

5 entries · sorted: recency← All research
EARNED-AUTONOMY
2026-02-13

Why Autonomous Enforcement Must Earn Authority

The technology to defend networks autonomously exists. The legitimacy to deploy it does not. Introducing earned autonomy: a governance framework where defensive authority is demonstrated before granted, scoped per abuse class, and continuously re-earned or revoked.

NullRabbit Research
Read →9 min read
EARNED-AUTONOMY
2026-01-28

Earned Autonomy: The Paper

Machines attack at machine speed. Humans defend at human speed. The technology to close this gap exists - the governance doesn't. A framework for when machines should be permitted to act without human approval.

NullRabbit Research
Read →2 min read
EARNED-AUTONOMY
2026-01-21

Validating Inline Enforcement with XDP: IBSR and the Path to Earned Autonomy

Inline enforcement operates at machine speed, but trust cannot. IBSR is a validation step: using XDP to observe real traffic, simulate enforcement, and generate evidence before any blocking is enabled.

NullRabbit Research
Read →4 min read
EARNED-AUTONOMY
2026-01-16

Earned Autonomy: A Governance Framework for Autonomous Network Defence

Autonomous mitigations already act at machine speed - but we still have no legitimate framework for granting them authority over novel threats.

NullRabbit Research
Read →2 min read
EARNED-AUTONOMY
2026-01-13

On Earned Autonomy: When Should Machines Defend Networks Without Asking?

Machines attack at machine speed. Humans defend at human speed. We propose a governance framework for closing that gap--not through blind trust, but through demonstrated competence.

NullRabbit Research
Read →4 min read