Executive / board reader
Start with AI economics and operating implications, then move into research and speaking topics.
Start here
Choose the path that matches how you think about AI.
This site spans strategy, research, code, market signal, teaching, and executive AI operations. Start with the route that matches your role, then follow the thread.
Best first move
Read the latest, then subscribe.
The homepage and Writing hub now act as the front door. The newsletter keeps the operating signal coming back to you.
Reader paths
Five ways into the work.
AI operator
Follow the operating layer: governance, adoption, token economics, data foundations, and controlled execution.
Technical builder
Go deep on context systems, agent architectures, RAG, memory, and production-grade AI software patterns.
Research reader
Begin with the foundational Context Compilation paper, then read the trilogy and related systems essays.
Industry watcher
Use the weekly industry publications for market movement, model shifts, agent techniques, and application-layer signals.
Current reading
Start with what is live now.
Essay
Useful AI Is Now Cheap: What One Consumer GPU Proved
Useful intelligence now runs on one consumer GPU. Advantage shifts to workload selection, evaluation, and operations because cheap AI is not automatically reliable.
qwen38-local-wow
262K on 32 GB: The Serving Stack That Changed the Desk
Qwen3.8-27B can hold its native 262K context window on one RTX 5090. The reason is architectural, and the serving stack matters as much as the weights.
qwen38-local-wow
Same Weights, Different Product: How the Harness Made Qwen3.8 Useful.
An independent lab investigation. The same open-weight model, served two ways, produced either an empty afternoon or a daily driver. What changed was the harness, not the weights. A newcomer-friendly entry to a four-part series.
Weekly signal
Use Industry when you need the market map.
Cross-stack flywheel
AI Stack Weekly
For officers tracking AI market movement.
Model layer
The Model Pulse
For architects tracking model capability shifts.
Operating layer
Agent Techniques Weekly
For builders operationalizing agentic work.
Procurement surface
The Application Layer
For buyers watching AI reshape software.