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AI Policy Articles

All articles in the ai policy category. View all posts

10 min readSatya Vegulla

Alignment Is Not Governance

Frontier labs keep improving model alignment, yet enterprise AI governance keeps getting harder. A technical look at why governance lives in systems, not weights.

1972the year security engineering settled who can govern a system
AI governancealignmentprompt injectionagentic AI
9 min readSatya Vegulla

MCP Server Security: The OWASP Top 10 Your Security Team Hasn't Read Yet

OWASP published the MCP Top 10: tool poisoning, prompt injection, context spoofing, zero built-in auth. If your devs use AI coding tools, read this now.

10critical MCP security risks identified by OWASP in 2026
MCPModel Context ProtocolOWASPAI security
8 min readSatya Vegulla

RSAC 2026: Every Vendor Wants to Govern AI Agents. Here's What's Actually Shipping.

Microsoft Purview, CrowdStrike Falcon AIDR, Cisco DefenseClaw — dozens of AI governance announcements at RSAC. We separate what ships from conference slides.

47+AI security products announced at RSAC 2026 in a single week
RSAC 2026AI governanceAI securityCrowdStrike
12 min readSatya Vegulla

How to Build an AI Acceptable Use Policy That Employees Actually Follow

Only 28% of companies have a formal AI policy. Here's the template: 4-tier classification, monitor-coach-enforce model, and EU AI Act alignment built in.

72%of companies have no formal AI acceptable use policy
AI policyAI acceptable useAI governanceEU AI Act
14 min readSatya Vegulla

The CISO's Guide to Building an AI Asset Inventory (Before Auditors Ask for One)

The median enterprise runs 40+ AI tools — security knows about 12. Three discovery channels and a risk scoring framework for continuous AI inventory.

3.5xmore AI tools in use than security teams know about
AI inventoryAI asset managementshadow AI discoveryCISO

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