CGCristiano Gabrieliincrisdigital.hashnode.dev·Aug 12 · 14 min readThe JRuby Enclave Directive — High‑Stake Breach Simulation Inside a Fortified JVM Introduction In modern cybersecurity, the interpreter is no longer a passive tool. It has become a strategic asset — a controlled intelligence surface that can either expose hidden faults or amplify t00
CGCristiano Gabrieliincrisdigital.hashnode.dev·Jul 26 · 11 min readThe GraalPython Directive Unauthorized Execution Detected INTRODUCTION — The GraalPython Directive: Unauthorized Execution Detected Each item begins with a Guided Link. · GraalPython_overview · SilentRecon_engine GraalPython was never designed for the masses00
CGCristiano Gabrieliincrisdigital.hashnode.dev·Jul 26 · 11 min read The New AI Attack Surface: How Modern Models Become Targets Introduction I’ve been working with AI systems long enough to notice a strange shift. Not the kind you see in marketing slides or conference talks, but the quiet kind — the one that shows up when a mo00
CGCristiano Gabrieliincrisdigital.hashnode.dev·Jul 23 · 9 min readFull ImpactIntroduction In recent months, several AI labs have reported unexpected behaviour emerging inside large models — not through jailbreaks, not through malicious training, but through ordinary fine‑tunin00
CGCristiano Gabrieliincrisdigital.hashnode.dev·Jul 22 · 9 min readInside the Black Box: What Really Happens in AI Hidden Layers Introduction In 1956, at Dartmouth College, a small group of researchers led by John McCarthy and Marvin Minsky launched a bold idea: that machines could learn, reason, and build intelligence. That mo00