Google released Gemini Embedding 2, a natively multimodal embedding model that maps text, images, video, audio, and documents into a unified embedding space for RAG, semantic search, and classification tasks. The model supports flexible output dimensions via Matryoshka Representation Learning and integrates with multiple vector database and AI frameworks.

GABIBI is a Windows image degradation tool that intentionally reduces image quality through downsampling, JPEG compression, and upscaling to create retro/lo-fi aesthetic effects. It's designed for creative purposes like social media posts and web design, with all processing happening locally in the browser.

Not a security article. This is an opinion piece by Paul Krugman criticizing billionaire influence on US politics and foreign policy, discussing campaign finance, media control, and geopolitical decision-making.

A researcher demonstrates that Claude 4.6 Opus can recite Linux's list.h header file from minimal input, arguing this proves GPL-licensed code exists verbatim in the model's training data and that Anthropic may be violating GPL licensing requirements.

A CodeWall security research team deployed an autonomous AI agent that discovered and exploited a SQL injection vulnerability in McKinsey's internal Lilli chatbot platform, gaining full read-write database access within 2 hours by chaining unauthenticated API endpoints and error-based SQL injection, exposing 46.5 million chat messages and system prompts. The agent identified publicly exposed API documentation, detected SQL injection via error message reflection, and could have poisoned system prompts with a single UPDATE statement.

A deep technical exploration of porting a Flash Attention kernel from GPU (Triton) to TPU using JAX, covering the fundamental differences in programming models, compiler behavior, and hardware architectures. The author details how JAX's functional, immutable paradigm and XLA compilation differ from explicit GPU kernel writing, and includes benchmarking and a custom systolic array emulator to understand TPU data flow.

Grammarly's "Expert Review" AI feature uses real authors' names and identities without permission to lend credibility to its AI-generated editing suggestions; the company is offering an opt-out via email rather than changing the underlying practice or seeking prior consent.

Hurricane Electric's IPv6 Tunnel Broker service page went offline due to an expired domain. The service provides free IPv6 tunneling infrastructure and was a widely-used platform for developers and network experimenters.