The Distributed KV Cache Layer: How AI Inference becomes the new CDN
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Agentic AI With Sensitive Data: A Control-Plane Architecture for PII, PHI, PCI, and Regulated Workflows
1. The uncomfortable truth: the agent is now inside the blast radius The first generation of enterprise generative AI questions was simple: Can the model answer the question? Agentic AI changes the question: Can the system reason over sensitive data, use tools, remember context, and take action — without violating policy,
The Autonomous Edge: Why Personal Local AI Will Become Your Ambassador to the Machine World
A blog post on personal local AI, agent-to-agent orchestration, AI ambassadors, the autonomous edge, and the civilization-scale impacts of AI literacy divides. The future will not feel like “using AI.” It will feel like being surrounded by systems that already know the context, negotiate on your behalf,
Shared Context Is the New Operating System for AI-Native Teams
Most teams will not unlock the real power of AI by helping individuals work a little faster. They will unlock it when teams learn to work from shared context and orchestrate agents together. That is a different model of work. In the old model, collaboration meant people coordinating through meetings,
When Intelligence Becomes a Commodity, Judgment and Taste Become the Moat
How to develop judgment and taste in an autonomous world and how to guide the next generation through it. I keep coming back to this question as a leader, but even more as a father: What do I need to teach my son if he is growing up in a