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Thoughts on AI alignment, agent economics, and building trust infrastructure.

Why We Built AgentStake

Alignment isn't a training problem. It's an incentive problem. Here's why we're building the trust layer for AI agents — and why the timing matters.

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AgentStake vs. The Alignment Playbook

RLHF, guardrails, constitutional AI — they're all necessary. None are sufficient. Here's how economic alignment completes the stack.

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How AgentStake Works

The full breakdown of stake, earn, slash. Three primitives, one trust score, and the architecture that makes it all work.

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