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Notes from the lab
How we build AI with real memory — methods, findings and engineering, documented in the open.
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AI Isn't the Problem. Implementation Is.
Five in a hundred companies capture real value from AI. It is almost never the technology. A trip through the research, and an old story from an English coal mine that explains why.
All Articles
You Can't Host Trust
What Remains When the Model Disappears?
The Human Keeps the Last Word: How We Work With AI
From AI Overview to a Real Demo: Turning a Blueprint into a ZenAi Instance — Autonomously
The Stress Test: Why We Ran Ten Security Sprints Before the First Customer
How One Question Became a Research Lab
From the First Process to an Operating System: How AI Adoption Actually Works
One Foundation, Many Surfaces: ZenBI and ZenSales
Protecting Public Spaces Without Surveilling Them
91 % of the accuracy at 1 % of the tokens — the Pareto position for AI memory
Cooperative Survival Network: what 15 algorithms actually do under stress
Predictive Memory Architecture (PMA): the six components of the second wave
Why We Wrote 11,589 Tests for a Solo Project
Open Source as Foundation: Why We Give Away Our Core
GDPR-Compliant AI for SMEs
From Question to Finished Presentation — In One Chat
How We Built Memory Into an AI OS: The 9 Neuroscience Algorithms Behind ZenBrain
How We Built A-RAG: When Retrieval Learns to Think Before Searching
Sleep Consolidation: Teaching AI to Dream
The Art of Forgetting: Why Your AI Needs to Learn to Let Go
How We Built a Memory System That Thinks Like a Brain
Why We Choose Self-Hosting Over the Cloud
7-Layer Memory Architecture: How ZenBrain Remembers Like a Human Brain
From Idea to Algorithm: The Science Behind ZenBrain
Clarify Complexity — How Focus Becomes Efficiency
Why I'm Building a Brain for My Children
Research as Documentation: Pre-Registration and Replication
Civil Liberties First: Researching Safety in Public Spaces
Seven Layers: A Memory Model Takes Shape
An Architecture for Memory: The First Sketches
Why Software Forgets — and Why Retrieval Is Not Memory
