Published research
We publish what we learn.
Open-access papers by Josh Langsam, founder of Roanco Labs, on agentic AI, human–AI collaboration, and the memory architecture behind AI coding assistants. Every one carries a permanent DOI and is free to read. The same thinking goes into the systems we ship for clients.
Agentic AI
Breaking the Convergence Ceiling: Ten Observations from a Single Night
DOI 10.5281/zenodo.19547111 · open access Read the paper →
Human persistence
The Limit Rejection Principle: A Case Study of Human Persistence
DOI 10.5281/zenodo.19549560 · open access Read the paper →
Human–AI collaboration
Bandwidth Expanders: Human–AI Collaboration as Cognitive Channel Widening
DOI 10.5281/zenodo.19549863 · open access Read the paper →
Memory architecture
A Cognitive Memory Architecture for AI Coding Assistants
DOI 10.5281/zenodo.19549872 · open access Read the paper →
Research is not the product. The runtime it informs is. How we build and secure AI →
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