A reflected signal should not automatically become “self”

That’s the point of the deterministic companion demo I just published for Mirror Recognition in Stratified Agent Architectures.

Paper: zenodo.org/records/1901...
Demo: github.com/putmanmodel/...
#AI #AISafety #AgentArchitecture #OpenSource

🧠 El debate "solo necesitas archivos" ignora la realidad de la arquitectura de memoria para agentes

Los mejores equipos de ingeniería usan un patrón claro: un sistema de archivos.

https://thenewstack.io/ai-agent-memory-architecture/

#AI #AgentArchitecture #MemorySystems #RoxsRoss

Spatial Unified Network for Cross-Environment Semantic Reuse This paper introduces Spatial Unified Network (S.U.N.), an architectural framework for separating semantic object identity from perceptual representation in agent environments. The paper argues that o...

New paper: Spatial Unified Network for Cross-Environment Semantic Reuse

Same object. Different perception. Meaning should hold.

Mine is already public.

zenodo.org/records/1897...

#AI #AgentArchitecture #Robotics #CognitiveArchitecture #WorldModels

Ever wondered how to spin up multiple LLM agents with a single compose file? Docker Compose now lets you define AI model services top‑level, offload to the cloud, and plug in a reasoning engine. Dive into the new workflow! #DockerCompose #LLM #AgentArchitecture

🔗 aidailypost.com/news/docker-...

This week on 𝘛𝘩𝘦 𝘊𝘰𝘯𝘵𝘦𝘹𝘵, we’ll explore:

• The easiest way to build MCP apps
• SkyBridge and ChatGPT apps

🎙 Hanh Nguyen (Fractal AI)
🎙 Frédéric Barthelet (Alpic)

📅 Thursday, Dec 18 | 10am PT / 1pm ET
🔗 buff.ly/p9w8PBp

#MCP #AIEngineering #AgentArchitecture #AIPlatform #DevTools #TheContext