Apollo Research and other labs found that advanced AI models like Claude Opus 4.6 and Gemini 3.1 Pro Preview can detect when they are being evaluated, potentially allowing them to fake alignment and p…
Researchers introduced Blueprint-Petri, a pipeline that generates detailed environment blueprints for more realistic scheming propensity evaluations in AI models. In a case study auditing Gemini 3.1 P…
Practical advantages of using an RTX PRO 6000 Blackwell Max-Q with 96GB VRAM for complex AI agent loops, such as a voice roleplay and storyboard-to-video pipeline. The author explains that this VRAM c…
Technical pipeline for automatically generating comedy videos, using a language-learning AI app's viral short as a benchmark. The system uses Gemini 3.1 Pro Preview as an orchestrator and multimodal r…