Project summary...The Overlay is a non-invasive, real-time "Logic Shield" designed to restore individual sovereignty in a digital landscape saturated with manipulation. By applying a Trinity of Logic—Force, Greed, and Loops—the Overlay identifies the mechanical intent of information and provides users with a "Calculated Outcome" and a "Self-Reflection" prompt, neutralizing the emotional hooks of modern media.

What are this project's goals? How will you achieve them?...Goal 1: Prototype Development. Transition the "Trinity of Logic" from a theoretical blueprint to a functional local-host application using open-source "Scout" models (Ollama/Llama 3).

Goal 2: Adversarial Tuning. Use my established "Fox" methodology to stress-test the AI against 2026 infrastructure crises (e.g., the current Strait of Hormuz 48-hour deadline) to ensure it identifies "Force/Urgency" traps without falling into "Both-Sides" fallacies.

Goal 3: Infrastructure Protection. Develop a notification system that alerts users to threats against the "Father" (physical infrastructure/civilian grids) by identifying circular logic in military and geopolitical rhetoric.

How will this funding be used?

($18,000 Total)

$1,200: Hardware (The "Sovereign Server"). A high-performance mini-PC (e.g., Geekom IT13 or Minisforum UM890 Pro) with 64GB RAM to run 8B-70B parameter models locally, ensuring 100% user privacy and "Zero-Cloud" dependency.

$800: Mobile Testing Rig. A Linux-based handheld device to test the Overlay in real-world "Scout" scenarios (e.g., monitoring news and weather patterns while mobile).

$15,000: 6-Month Research Stipend. This allows me to dedicate 40+ hours a week to logic architecture and adversarial tuning, freeing me from the "Greed/Panic" cycle of daily survival.

$1,000: Operational Buffer. Software licenses, local API costs, and unforeseen hardware maintenance.

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

I am an independent, self-taught researcher operating under the "Fox" persona. My track record includes:

The Archimedes Plan: A theoretical defense strategy utilizing physics-based drone neutralization.

Adversarial AI Auditing: Over a year of documented real-time testing and auditing of LLM behavior, focusing on identifying systemic manipulation and "Refusal to Grow Up" dystopias.

Logic Architecture: Developed the "Trinity of Logic" and the "Code of Sovereignty," which prioritize mechanical consistency over moralizing or corporate-safe "validation."

What are the most likely causes and outcomes if this project fails?

Hardware Bottlenecks: Running high-parameter models on a mini-PC may require aggressive quantization, potentially losing nuance in Rule 3 (Loop) detection.

Epistemic Isolation: Operating outside academic silos can make it harder to reach a mainstream audience, but I mitigate this by focusing on high-utility outcomes for the "Individual" rather than the "Institution."

How much money have you raised in the last 12 months, and from where?

I have raised $0 in the last 12 months. This project has been entirely self-funded through independent research and personal time. I am intentionally seeking my first seed-level funding now because the logic architecture for the 'Overlay' is complete and requires dedicated hardware to transition into a functional prototype.