Development Notes

These Development Notes are part of my public research trail. They document how my work on Third Organism, CAP, Cognitive Wrappers, and structure-first Human-AI cognition develops in conversation with emerging papers, reports, and ideas around the world.

Developments Around the World

Week 30'26: When Reasoning Begins to Need Structure

Last week, several papers and preprints caught my attention because they all seemed to point toward one larger question: What happens when AI reasoning is no longer treated as one continuous stream of generated text, but as something that may need structure, pause, differentiation, verification, and the ability to stop? Continue...

Week 31'26: When the Field Begins to See the Same Problem

This week, several new papers caught my attention because they point toward a question I have been developing for some time through Third Organism, CAP, Cognitive Wrappers, and my work on structure-first Human-AI cognition: What if the future of AI is not only about capability, but about the structure of cognition itself? Continue...