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Architecture that thinks.

Multi-agent intelligence architecture, constraint-aware system design, and the frontier of AI coordination. We build the systems that build the systems.

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Field Intelligence Summary

Multi-agent intelligence architecture, constraint-aware system design, and the frontier of AI coordination. We build the systems that build the systems.

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Cross-Domain Insight

AI Alignment Is a Constraint Field Problem

The current alignment framing optimizes for behavior. The constraint-field framing optimizes for coherence.

Current AI alignment research focuses on behavioral outcomes: does the model do what we want? The constraint-field reframing asks a prior question: does the system's internal architecture maintain coherence under stress? δ_H < 0.52 is a necessary condition for aligned behavior.

Mar 17, 2026·10 min read

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