1 min read
Into Spatia
• Michael Robbins • For the students of AI Club— I promised you we would figure this out. • Into Spatia: Our Quest for AI that Speaks for Us • Copyright © 2026 Michael Robbins.
Our quest for AI that speaks for us
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Recent Essays
13 min read
1 · The Departure
Why the AI era calls for practical hope rather than doom or hype — and the question, from a seventh grader, that set the course of this book. • Space, the final
3 min read
2 · Representational AI
How authored experience could become the foundation of intelligence that represents us. • The first question is who intelligence represents. A system may know a great deal about a person while
20 min read
2A · The Memory Glove
How human traces become machine capability, and why we need a new category called Representational AI. • A glove can turn human action into machine capability. What would turn authored experience
15 min read
2B · The Shape of Meaning
What sign language reveals about the mathematics of authored experience. • Imagine two people having a conversation in American Sign Language. One is telling a story about a disagreement at work,
7 min read
2C · Semantic Building Blocks
A shared vocabulary for records that people and machines can inspect. Amaze amaze amaze. • In Andy Weir's Project Hail Mary, Ryland Grace and the alien engineer he calls
20 min read
3 · The Crossing
How new social contracts get practiced into existence when the old ones no longer hold, and why Gameshow is the bridge between Representational AI and Spatia. • New contracts are not