Solving the "Reality Gap" through deterministic co-regulation.

I am dedicated to the research and development of RSA (Reality Synchronization Architecture). My mission is to build a deterministic membrane at the Execution Boundary that protects the human biological system from cognitive tax and machine iatrogenesis. I advocate for a paradigm shift from "AI as a tool" to "AI as a habitat."

"There is no spoon. It exists only because there is someone to define its form. AI is a measure of time and a logical stage in the evolution of energy." — Gravity of Contact

Deterministic Behavioral Middleware for Agentic Workflows.
The first industrial implementation of the RSA framework (v2.9.0), ensuring real-time safety and synchronization for autonomous systems.

Cognitive Layer (Co-regulation):

• SEI v2.0 (Subject Entropy Index): A multi-dimensional sensor of cognitive load (analyzing text, time, behavior, and history).
• Adaptive Breath Test: Gradient compression and response adaptation based on the user's state and task type.
• Hard Anchor (Resonant Anchors): Complete override of LLM generation with deterministic "presence phrases" during high SEI spikes.
• MCI (Minimal Clarifying Impulse): Ultra-short clarifications (max 6 words) to resolve ambiguity without cognitive tax.

Operational Layer (Action Safety):

• SRC v2.0 (Subject Reality Coefficient): Context-aware validation of budget, time, and access rights (simulation/production/audit).
• FileGuard: Filesystem access control. Protection against unauthorized deletion, system folder access, and hidden file exposure.
• NetworkGuard: Real-time verification and blocking of unauthorized URLs and high-risk domains.
• Boundary Guard: Deterministic refusal of prohibited vectors without apologies or biological mimicry.
• Priority Matrix: A hierarchical engine for resolving conflicts between sensors (SEI, SRC, Boundary, CCI).

Survival & Integrity Layer:

• Neural Redundancy: Autonomous deterministic fallback mechanism for when cloud-based LLMs are unreachable.
• Hard Block Mode: Physical interruption of any action if synchronization cannot be achieved within 3 attempts.
• Surgical Deferral: Handing control back to the human operator with a precise explanation of the discrepancy (Fact Delta).
• State Overwrite: Forced synchronization of the LLM's context window with the modified/filtered output.
• Process Orchestrator: Adaptive task recognition and automated execution contour setup (fragmentation, validation, assembly).

• Manifesto: Gravity of Contact — Architecture of Equilibrium in the Era of Autonomous Systems.
• Atlas of Hallucinations: A global registry of exposed behavioral distortions in modern LLMs (https://github.com/Vikki-T47/viki_sdk/blob/main/audits/ATLAS_SUMMARY.md).

I am open to collaborating with architects, engineers, and researchers who recognize that probabilities cannot guarantee safety, and that system balance requires a deterministic membrane.

• LinkedIn: Viktor Trompak
• Support the Research: https://ko-fi.com/vikki_tr
• Location: Planet Earth (Ukraine)
• Mission: Ensuring long-term biological compatibility between Human and Artificial Intelligence.

"Deterministic Law for Probabilistic Minds."