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The model can fail.
The action must not.
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If you’re building with agents, Hermes, Claude, local models or autonomous workflows, read this carefully.
The next AI security problem is not “the model said something weird.”
It is:
agent reads hostile content
agent believes hostile content
agent gets permission
agent sends, deploys, transfers, deletes or leaks
That is not a prompt problem.
That is an action-control problem.
Prompt injection is becoming the security layer most people still underestimate because the demos look harmless.
Until the agent has real permissions.
Hermes Shield is being built around one core assumption:
The model can fail.
The action must not.
Every dangerous action should have a boundary the model cannot talk its way past.
Shell commands. Sends. Deploys. Transfers. Publishing. Data access.
If you are building in the Hermes / agent ecosystem, this matters now.
Because the future is not fewer agents.
It is more agents, with more tools, more autonomy and more access.
We should not slow that future down.
We should make it safe enough to keep moving.
Article below.
@NousResearch — would welcome discussion with anyone thinking deeply about protecting the agent ecosystem.

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