Most AI confusion comes from bad maps. Learn to treat language models as cognitive extensions with identity architecture and semantic anchors that keep your intent intact.
How Generative AI Replaces Search With Real-Time Answers
Generative AI acts as a semantic intermediary, translating expert knowledge into context-specific answers. Learn to flatten access without losing nuance.
Build a coreprint that scales your thinking with AI
Your best work comes from distinct reasoning patterns, not just output. Learn to name and externalize your coreprint to build AI interfaces that scale judgment without losing voice.
Human Machine Alignment: Stop Fighting Your Tools
Control gets compliance; calibration gets coherence. Build interfaces that recognize your reasoning, adapt in micro-moments, and preserve your signature as you scale.
Design Your Cognitive Extension: Beyond AI Hype
Language models aren't general intelligence-they're cognitive extensions. Learn to build identity interfaces, run experiments, and co-author without losing your voice.
Build AI as Cognitive Extension, Not Alien Oracle
Treat AI as a language-based extension of your reasoning, not an external mind. Build research scaffolds and work in dialogue to keep thinking coherent.
AI Cognitive Extension vs Labor Tool: Why Debates Miss the Point
Most AI arguments talk past each other because they're about different jobs: labor tool vs cognitive extension. Here's how to recognize the split and operate across both modes.
The hidden cost of treating AI as an agent
When we talk to AI like it’s a person, we give up judgment and get back brittle results. A better frame is simple: AI is a cognitive extension — a tool that amplifies reason and language. Treat it that way and you keep authorship, improve accuracy, and build repeatable workflows.
Stop Calling Generative AI an Agent, Use It as Cognitive Extension
Generative AI isn't an autonomous agent-it's a cognitive extension that amplifies your thinking. Learn how to wire the tool to your mind for resonant work.
Against Agentic AI: Why Cognitive Extension Is the Real Future
Agentic AI confuses simulation with sentience. Cognitive extension offers a better path: AI as an interface that expands human thought without replacing judgment.