Latest / AGI Dreams – Open, Uncensored, & Local - AI News Digest

AGI Dreams Podcast – March 12, 2026
White-Box Red-Teaming Arrives for Agentic AI
In this episode:
White-Box Red-Teaming Arrives for Agentic AI — VotalAI open-sourced a white-box red-teaming framework that analyzes application source code to generate targeted LLM-powered attacks across 47 categories, finding 3-5x more vulnerabilities than black-box approaches. The framework covers agentic-specific threats like workflow bypass, reflection exploits, and cross-session injection.
Local Inference Pushes Past the Million-Token Barrier — A 120B-parameter Nemotron model processed a one-million-token context window on a…
The skinny
The skinny isn't ready yet — notes appear once the transcript is processed.