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PAN Lab levers

Lever

Vet connections

The organization closes every connection between systems that nobody authorized. Its systems retrieve, copy, or send out records only where a person granted that path. AI agents pass work to one another only where someone approved the hand-off.

What it is

Connections between systems accumulate quietly. A retrieval plugin, a data export, a shared drive, and an integration a vendor switched on each open a path that no one reviewed as a whole. Connection authorization treats each path as something that must be granted, and it closes the ones that were never granted. Under the penalty regime cited below, a disclosure to a tool that is not the organization's business associate is a violation in itself. Closing the ungranted path prevents that disclosure.

What it pushes on in the Lab

In the Lab, this lever closes four pathways: the model repeating contaminated records as fresh output, records copied between systems, client data pasted into an unsanctioned tool, and records copied outside the governed system. It also holds down the pathway by which AI models or agents relay failures to one another.

removedContaminated records repeated as fresh output
removedRecords replicated between systems
cappedFailures relayed between AI models or agents
removedClient data pasted into an unsanctioned tool
removedRecords replicated outside the governed system

In the modes that offer aiming, you can aim this lever at particular parts and pathways of a network. Otherwise it applies to the whole network.

This lever pushes less hard when you switch on lingering effects in the Lab's options, unless you also pull Understand the system.

Its pattern in the Practice Library

The Practice Library describes the pattern behind this lever:Connection authorization

The pressures it answers

These pressures list this lever among the levers that answer them:

A lever answers a pressure when it pushes the other way on something the pressure pushes on.

Where you can pull it

Networks in the Lab that offer this lever:91

Every network that offers it

The evidence behind its effects

The Lab cites these claims from the evidence registry for this lever's effects.

Tiered HIPAA penalties run from $145 to $73,011 per violation with an annual cap near $2.19M (2025-adjusted), and disclosure to a tool that is not a business associate is itself a violation.[2]

hipaajournal2026bAcademicSave

HIPAA Journal. (2026). HIPAA violation penalties. HIPAA Journal.

Appears in: Paramerge authored research

Topics: privacy-security

Pull this lever in the PAN Lab and watch which way it pushes the network.

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