We Are All Control Freaks
Kimon Onuma
June 15, 2026
Control Is a Symptom. Trust Is the Cure. Hello. My name is Kimon. And I am a control freak. As an architect, I care about
Control Is a Symptom. Trust Is the Cure. Hello. My name is Kimon. And I am a control freak. As an architect, I care about
Cover image: The PAE Living Building RDF Semantic Model with 127,000 AI Native Relationships between systems. The Case for AI Native Registries, Operational Context, and
Simulations predict buildings. Buildings perform differently. The gap is where intelligence dies. For decades, design intelligence has been stranded after occupancy. The model becomes a
A practical guide for owners on keeping AI and automation aligned with real buildings, real operations, and real human consequences. Why This Matters AI can
A proof that persistent IDs, shared data, and owner governance can let multiple teams build without vendor lock-in. The first building was the real PAE
What crime scene threads reveal about what buildings lose after handover, and why owners, architects, engineers, manufacturers, and builders now have a way to preserve
From Churchill’s chamber to Washington, D.C., bridging buildings, data, and governance at a critical moment “We shape our buildings; thereafter they shape us.” Winston Churchill
Introducing the Architects of Intelligence 1. Your building has data. It still can’t answer simple questions. We built smart buildings and cities. Or we told
We built the BIM. Owners are still asking: why don’t my assets know what they are, where they are, or what they mean? We’ve spent
“Your owner data is in a proprietary silo. Don’t worry, I will hallucinate an answer.” When we think of AI going rogue, we picture HAL
Control Is a Symptom. Trust Is the Cure. Hello. My name is Kimon. And I am a control freak. As an architect, I care about
Cover image: The PAE Living Building RDF Semantic Model with 127,000 AI Native Relationships between systems. The Case for AI Native Registries, Operational Context, and
Simulations predict buildings. Buildings perform differently. The gap is where intelligence dies. For decades, design intelligence has been stranded after occupancy. The model becomes a
A practical guide for owners on keeping AI and automation aligned with real buildings, real operations, and real human consequences. Why This Matters AI can
A proof that persistent IDs, shared data, and owner governance can let multiple teams build without vendor lock-in. The first building was the real PAE
What crime scene threads reveal about what buildings lose after handover, and why owners, architects, engineers, manufacturers, and builders now have a way to preserve
From Churchill’s chamber to Washington, D.C., bridging buildings, data, and governance at a critical moment “We shape our buildings; thereafter they shape us.” Winston Churchill
Introducing the Architects of Intelligence 1. Your building has data. It still can’t answer simple questions. We built smart buildings and cities. Or we told
We built the BIM. Owners are still asking: why don’t my assets know what they are, where they are, or what they mean? We’ve spent
“Your owner data is in a proprietary silo. Don’t worry, I will hallucinate an answer.” When we think of AI going rogue, we picture HAL