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Introduces Continuous Interaction Diffusion (CID), a diffusion-native model–runtime architecture that integrates tool interaction into iterative denoising, enabling asynchronous external reads while generation continues without waiting for discrete tool calls.
Phionyx is a deterministic AI runtime architecture that treats LLM outputs as noisy sensor measurements, enforcing deterministic state evolution via a structured state vector, and integrating pre-response safety governance and semantic memory, achieving reproducible behavior and reduced overhead.
This paper proposes the Clinical Harness, a runtime governance architecture for registering, orchestrating, guarding, and monitoring AI-enabled clinical capabilities, using osteoporosis as a demonstration case.
A practical inquiry into the runtime architecture of multi-agent AI systems in production, discussing orchestration, memory, statefulness, and tool choices like Temporal, LangGraph, and custom approaches.