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Trust in Depth: Giving agents more autonomy without losing control

Enterprise leaders want AI agents to take on more work but don't fully trust them to act correctly every time. Trust in Depth is AWS's layered approach-scope, know, bound, observe, and prove-that lets agents act on their own when their actions can be verified, reserving human judgment for the…

By Shawn BiceAWS ML Blog
Trust in Depth: Giving agents more autonomy without losing control

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Originally published by AWS ML Blog on Oct 15, 2026.

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