Stop treating agentic AI data architecture as an engineering problem
Your data architecture is your governance architecture—build accordingly.
YouTube forces the AI content conversation platforms have been dodging
YouTube's July 15 Partner Program update targets AI-generated filler while protecting legitimate creators—creating a template that other platforms facing similar content quality pressures will likely follow.
Why stalling may mean we are about to go faster
Companies learned that chatbots you can bolt onto existing systems are fundamentally different from AI agents that orchestrate workflows across CRM, supply chain, and finance operations.
Agents of change?
Companies that succeed with AI agents aren't just automating tasks—they're rebuilding how work gets done. The difference between adding agents to old workflows versus designing new ones around agent capabilities.
The productization of legal risk
AI-powered legal risk discovery transforms class action economics from reactive case finding to proactive violation scanning, making corporate compliance gaps discoverable by external parties at scale.
The governance case for splitting monolithic AI into focused agents
Microsoft's multi-agent paper shows why single AI agents break under enterprise pressure. Specialized agents with domain expertise plus central orchestration mirrors how real teams work and solves compliance nightmares.
Using the NIST Digital Identity Guidelines in the Age of AI
NIST SP 800-63-4 updates digital identity guidelines to address AI-enhanced threats, requiring phishing-resistant authentication and risk-based approaches for secure identity verification amid AI risks
“Your Honor, I personally did not check it. I am responsible for it not being checked.”
"Mike Lindell's lawyers managed to combine AI hallucinations with basic professional negligence into one $6,000 lesson for the rest of us."
