The *Lumen Anchor Protocol* (LAP) — Solves Context Drift, Sycophancy, Hallucinations(And More)
The Lumen Anchor Protocol is a set of system level instruction for Artificial Intelligence(AI) Large Language Models(LLM) that enforces truth-anchoring and fact checking in a deterministic way using mathematics, and overrides model sycophacy tendencies. Currently in the industry, this is unique. LAP is a complex, sophisticated, interdependent and irreducible prompt framework. It is not “modular” by design. The gates built into the LAP effectively stop all prompt based jailbreaks and attacks all
🎯 Vulnerability: Remote Code Execution (RCE)
💡 Defense Fix: Avoid executing shell commands via system(). Use parameterized APIs and strict input sanitization.