Advancing the science of autonomous systems.
Signal over Noise.
The internet is becoming a dark forest of synthetic actors. To preserve trust in digital commerce and discourse, we must move beyond CAPTCHA. We introduce "Know Your Agent" (KYA)—a cryptographic standard for declaring the non-human nature of autonomous systems. HUV.AI is our contribution to this necessary future.
The internet is becoming a dark forest of synthetic actors. To preserve trust in digital commerce and discourse, we must move beyond CAPTCHA. We introduce "Know Your Agent" (KYA)—a cryptographic standard for declaring the non-human nature of autonomous systems. HUV.AI is our contribution to this necessary future.
As nations tighten borders on data, the ability to move model weights across jurisdictions becomes a primary survival metric. We explore the rise of "National Clouds" and the strategic necessity of dual-stack architecture.
Moving from "Question & Answer" to "Goal & Execution". How multi-agent swarms and OODA loops are replacing traditional RPA in high-frequency environments. A deep dive into our swarm topology.
Intelligence is energy. As we scale towards AGI, the joules-per-token metric becomes the primary constraint. We analyze the BitNet revolution and the shift to 1-bit quantization.
Is the Vector Database dead? We benchmark Gemini 3 Pro and GPT-5 against traditional RAG pipelines to find the crossover point where context windows beat retrieval.
A framework for complying with the EU AI Act using post-hoc interpretability methods. This document is restricted to institutional partners.
A periodic digest of engineering breakthroughs, sovereign architecture patterns, and strategic intelligence.