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Overview
Bartosz Lenart: AI System Architect and researcher, available for global remote roles. Portfolio and writing on AI systems, agents, architecture, and production engineering.
News
Bonfires in the Dark: Ritual, Science, and AI. The Interfaces We Live By.
On Kupala Night, fire, water, herbs, and the solstice synchronized a village that needed no written manual. The essay follows that coordination machinery from ritual to science and AI, then asks who controls the interface.
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The Map Without a Vision: One Sicilian Lemon, Many Cognitive Perspectives on Knowing Without Seeing
Much of brain computation stays below conscious access. Only a small subset of competing states ever wins broadcast. A family of conditions shares one fault line where the map and the report come apart. That split is also the architecture we are building
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Report
The Geometry of Compression: Why Angles Survive What Raw Storage Loses
Angles survive what raw storage loses. A visual essay on Moroccan zellige, transformer KV-cache compression, and TurboQuant. Good compression keeps the pattern that still lets a system work after deletion.
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The Neural Bifrost: Bridging Deep Brain Signals and the Surface of Consciousness
A 2026 paper put electrodes inside ten human brains as patients watched a near-invisible flicker. The recordings map the handoff from visual cortex to frontoparietal ignition and the P3b wave on the scalp, the crossing associated with reportable seeing.
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The Nose Knows Nothing: What Smell Teaches Us About the Machine Mind
Vanillin can reach emotion and memory before deliberate thought catches up, a chatbot can begin matching your opinion before later layers recover the facts. Smell shows how fast verdicts form and where the analogy to language models ends.
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