Project summary Project Description : The reference implementation for the Worcester Node logic has been deployed: [https://github.com/URIcopy/Worcester-node-CRI ] "Project Sentry is an initiative to build a localised hardware and logic framework that acts as a cybernetic governor over automated reasoning systems. By applying classical philosophical ethics to modern AI architecture, we are developing a deterministic verification layer to eliminate social drift and hallucinations in technical and legal AI outputs. Funding will be used to construct the Worcester Node—a proposed high-VRAM inference station capable of auditing 30B+ parameter models entirely offline, prioritising invariant truth over probabilistic 'best guesses.'"

Who is on your team? What's your track record on similar projects?

i am an independent theorist whose core interest areas are AI ethics and governance utilising academic contacts to provide peer based feedback and analysis.

What are the most likely causes and outcomes if this project fails?Model Resistance to Deterministic Constraints: Even at 30B+ parameters, open-weight models are inherently probabilistic. There is a risk that the 'Sovereign Profile' and 'Circular Decision Model' constraints prove too rigid for the base architecture, causing the model's logic to collapse entirely rather than self-correcting when forced into a 'No-Hedge' deterministic state.

Reversion to Black-Box Dependency: If the Worcester Node cannot be constructed or fails to maintain invariant logic, the primary outcome is a continued reliance on commercial, API-gated models. This leaves technical and legal exports permanently vulnerable to undetected social drift and hidden corporate alignment biases.

Degradation to a Standard Local Server: If the cybernetic governance protocols fail to enforce absolute logical resonance, the Worcester Node will function merely as a standard local AI server rather than an 'Invariant Truth Engine'. While this still provides data privacy, it fails the primary objective of creating a clinically reliable auditing standard.

How much money have you raised in the last 12 months, and from where?: This project has been intentionally developed without external capital to ensure Absolute autonomy. All theoretical breakthroughs to date—including the Inverted SD Formula and the Sentry Architecture [V.200+]—have been self-funded.

My "Zero-Asset" status is a feature of the Worcester Node design, demonstrating that high-fidelity safety research can be initiated outside the traditional "Cloud-Capture" ecosystem. I am seeking this grant to transition from Pure Theory to Hardware execution.