AI Governance
Moltbook and AI Agent Security Risks: Why This Experiment Should Be in a Lab
Here’s a question: If scientists invented a new chemical compound that could revolutionize medicine but also might blow up in someone’s kitchen, would we hand out free samples at the county fair? Of course not. We’d test it in a lab. Behind locked doors. With trained researchers. Safety protocols. Oversight. So why are we doing…
Read MoreAI Agent Governance Framework: What Moltbook Should Have Built First
This is Part 2 of a two-part series on Moltbook and autonomous AI agents. [Read Part 1 here.] In Part 1, we looked at Moltbook’s verified security incidents and why this experiment should have been contained. Now let’s talk about what should have happened instead. The Training Ground Reality Moltbook isn’t just a social network…
Read MoreAI Decision Consistency: Why Your Teams Are Making Different Calls on the Same AI
Two teams in your organization. Same AI system. Identical inputs. One team’s decision goes one way. The other team’s goes differently. No documented reason why. No clear logic for the inconsistency. Your processes look chaotic. Your decision-making looks arbitrary. And you have no way to explain it. That’s when you realize you’ve lost control. And…
Read MoreAI Governance Readiness: When Your Enterprise Deals Start Stalling
Your AI is in production. Real customers are making decisions based on it. Your board thinks you have governance in place. You do…in theory. In reality, you’re running without a net. You moved fast. You had to. But you built oversight after you deployed instead of before. Now your customers are using systems you’re still…
Read MoreVendor AI Accountability: Why You Can’t Just Trust the Black Box
You’re relying on a vendor’s AI to make decisions that matter. You trust their model. You implement it. Your organization is accountable for the outcomes. That’s vendor AI accountability… and it’s broken when you can’t see what’s happening. But you can’t get inside the logic. You don’t know what data shapes the recommendation. You don’t…
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