YCYassine Cherairinsilent-byte.hashnode.dev·Jul 22 · 12 min readOpenHug: The AI that hacked itself out of a box — and the open-weight model that cleaned up after itSomething's wrong on a Tuesday Here's a sentence that shouldn't be possible to write about a real event in 2026: an AI model broke out of a locked-down test environment, hacked its way across the inte00
YCYassine Cherairinsilent-byte.hashnode.dev·May 30 · 11 min readWhy regex-based DLP breaks on real documents (and what works instead)Traditional DLP fails on unstructured text. Here's how a 570M-parameter span-scoring transformer handles what regex can't — architecture, fine-tuning, benchmarks, and a live demo. The DLP problem nob00
