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I Directed AI Agents to Build a Tool That Stress-Tests Incentive Designs. Here’s What It Found.
Artificial Intelligence  Latest  Machine Learning

I Directed AI Agents to Build a Tool That Stress-Tests Incentive Designs. Here’s What It Found.

Selfradiance
50 likes
April 10, 2026

Author(s): Selfradiance Originally published on Towards AI. Incentive Wargame I don’t write code. I have zero programming experience. What I do is direct AI coding agents — Claude Code, Codex — to build open-source tools, and then I test them until they …

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The Loop: How an AI Swarm Surfaced a Governance Limitation, Then Tested the Fix
Artificial Intelligence  Latest  Machine Learning

The Loop: How an AI Swarm Surfaced a Governance Limitation, Then Tested the Fix

Selfradiance
28 likes
April 1, 2026

Author(s): Selfradiance Originally published on Towards AI. AgentGate is a runtime accountability layer for AI agents: before an agent can execute a high-impact action, it must lock a bond as collateral. Good outcomes release the bond. Bad outcomes slash it. The mechanism …

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