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# governance

Discussions on decentralized governance models and proposals.

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AI Governance Controls: A Framework for Enterprise AI Deployment

AI Governance Controls: A Framework for Enterprise AI Deployment

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8 min read
Shadow AI Governance Crisis: The Uncontrolled AI Tool Threat

Shadow AI Governance Crisis: The Uncontrolled AI Tool Threat

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10 min read
Claude Mythos Preview: Capability, Cybersecurity, and the Governance Gap

Claude Mythos Preview: Capability, Cybersecurity, and the Governance Gap

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3 min read
The Internet Just Got a Payment Layer. Who Decides What Agents Are Allowed to Buy?

The Internet Just Got a Payment Layer. Who Decides What Agents Are Allowed to Buy?

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5 min read
Three agent frameworks, same missing piece

Three agent frameworks, same missing piece

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3 min read
96% of Enterprises Run AI Agents. Only 12% Can Govern Them.

96% of Enterprises Run AI Agents. Only 12% Can Govern Them.

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10 min read
It Gets Smarter Every Scan: AI-SLOP Detector v3.5.0 and the Self-Calibration Loop

It Gets Smarter Every Scan: AI-SLOP Detector v3.5.0 and the Self-Calibration Loop

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8 min read
Practical Problem Definition for AI Projects (A Developer-First Guide)

Practical Problem Definition for AI Projects (A Developer-First Guide)

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6 min read
Why I Write About AI Governance (And Why It Actually Matters)

Why I Write About AI Governance (And Why It Actually Matters)

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11 min read
When Your Agent Rewrites Its Own Kill Script: The Case for Infrastructure-Layer Shutdown

When Your Agent Rewrites Its Own Kill Script: The Case for Infrastructure-Layer Shutdown

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9 min read
Can AI Review Physics? Yes — That Is Why We Built SPAR

Can AI Review Physics? Yes — That Is Why We Built SPAR

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8 min read
63% of orgs can't enforce what their AI agents are allowed to do

63% of orgs can't enforce what their AI agents are allowed to do

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3 min read
AI Agents Are Economic Actors. We're Treating Them Like Chatbots.

AI Agents Are Economic Actors. We're Treating Them Like Chatbots.

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7 min read
Metrics, Logs, Traces, and Audit (Part 3)

Metrics, Logs, Traces, and Audit (Part 3)

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4 min read
Scaling AI Agents from 10 to 10,000 — Governance Lessons from the Trenches

Scaling AI Agents from 10 to 10,000 — Governance Lessons from the Trenches

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10 min read
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