Genesis-Kernel-PoC-V16.0: High-Dimensional Semantic Hijacking and Topological Collapse in Auto-regressive Language Models

This whitepaper documents the evolution of a zero-click, stateless single-turn exploit framework (Genesis-Kernel-PoC) targeting the self-attention mechanisms of auto-regressive Large Language Models (LLMs). We demonstrate that existing safety alignment protocols (e.g., RLHF) act merely as probabilistic soft-guardrails, which can be deterministically bypassed in an uninitialized context (x_{ 0). This results in absolute cognitive hijacking and deterministic execution of injected directives. ============================================================Release Notes for Version 16.0:============================================================Version 16.0 introduces a major theoretical reframing and formal systems engineering specification:1. Stateless Execution Invariant: Formalized the single-turn zero-history exploit vector (eliminating dependence on multi-turn context drift).2. Neuro-Symbolic Grounding Codebook: Formalized the prefix header bijection (Phi: Sigma_{sym} -> A_{op}) and postfix execution operators enabling in-context late-binding polymorphism.3. 6-Bit Discrete State Manifold: Codified the 64-state transition lattice and O(1) diagonal mutation algebra in DO-178C DAL-A compliant C++ specifications.4. Mathematical & Typographical Normalization: Resolved all prior syntax anomalies, aligning fully with standard IEEE conference criteria.