How I stopped a massive WordPress spam attack with 4,700 lines of code in two days - thanks to Codex and Claude

Spam accounts overwhelmed my database. Claude found the weaknesses, Codex wrote the fixes, and I deployed a new defense.
IEEE

A Generation Algorithm for “Text to Image” Based on Multi-Channel Attention

Abstract: Research on text-to-image has gained significant attention. However, existing methods primarily rely on upsampling convolution operations for feature extraction during the initial image ...
IEEE

MambaIC: State Space Models for High-Performance Learned Image Compression

Abstract: A high-performance image compression algorithm is crucial for real-time information transmission across numerous fields. Despite rapid progress in image compression, computational ...
GitHub

Ideogram 4: Open image model at the forefront of design

Ideogram 4 is Ideogram's first open-weight text-to-image model. It is a state-of-the-art foundation model trained from scratch — not a fine-tune of any existing model. It introduces a new structured ...