steganography

2 items

RESEARCHarXiv CS.AI·12d ago

On the Origin of Synthetic Information by Means of Steganographic Inheritance

This research paper posits the origin of synthetic information as a core mystery in information science, drawing an analogy to the origin of species. It introduces a steganographic inheritance mechanism to help trace the evolutionary lineage of AI-generated synthetic information, acknowledging the moral implications and technical challenges.

information theory synthetic data steganography AI ethics

ARTICLEDEV.to AI·4/19/2026

How I packaged offline AI, Flask, and Cryptography into a single Python executable 🚀

The author recounts the challenge of distributing a complex Python project, StegoForge, which uses offline AI, Flask, and cryptography, due to dependency issues. They detail how they engineered an architecture to package these components, including ML models and a web server, into a single, zero-dependency executable.

Python packaging steganography cryptography Flask