
Advocate for Open AI Models

This article presents a simplified edge-intelligence development architecture for the Open Autonomous Intelligence Initiative (OAII) built around the Raspberry Pi 5. By consolidating sensor acquisition, signal processing, event recognition, and knowledge models onto a single edge device, the system becomes significantly easier to deploy and reproduce. The blueprint demonstrates how inexpensive hardware and Python software…

This proof-of-concept implements a distributed, privacy-first sensing architecture aligned with the OAII and Open Simulated General Intelligence (Open-SGI) base models. All inter-node communication is wrapped in an OAII-compliant Envelope, enabling transport-agnostic exchange of structured event data via MQTT. The central hub aggregates these events into persistent Knowledge objects, governed by named Policy constraints that enforce…

This post presents a unified conceptual framework bridging the OAII Base Model and the Open SGI Base Model. OAII establishes an interoperable, inspectable substrate for distributed autonomous systems, centered on Events, Knowledge, Policy, and Agency. Open SGI extends this foundation with explicit representations of semantic Worlds, polarity systems, contextual modulation, and geometric realizations derived from…

Trustworthy autonomous intelligence begins with explicit event modeling. This post presents a canonical OAII Personal Event Recognition event list for aging in place, showing how meaningful in-home events can be detected, governed, and reviewed without diagnosis, scoring, or hidden judgment. By enumerating events, policies, and boundaries up front, OAII demonstrates how autonomy can remain transparent,…