AI that argues back. Ships better. Multi-agent decisions with a built-in devil's advocate.
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Updated
Feb 17, 2026 - Shell
AI that argues back. Ships better. Multi-agent decisions with a built-in devil's advocate.
Defensive AI infrastructure using differential topology to absorb attack variety. Building antifragile security systems.
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