The Bunny That Broke the Transformer
Three researchers in Nanjing proved that Vision Transformers can't learn 3D spatial reasoning. The ceiling isn't data or training or scale. It's the architecture itself.
AI Research
Who Decides What a Safe LLM Means
1,095 people rated AI safety. They couldn't agree. Keeping disagreement in training data beats throwing it away by 53%.
The Geometry of Refusal
An independent researcher built a framework where AI hallucinations aren't minimized but mathematically impossible. Evidence on a sphere. Contradiction collapses the region. Refusal becomes geometric necessity.
Deep Learning Might Have Been Lying to Us About Resolution
A new paper argues that flat error curves across resolutions aren't generalization. They're a frequency ceiling nobody was looking for.
Static Parallelism Is Killing Your GPU Budget
Current LLM training frameworks pick one parallel strategy and pray. ParaDySe hot-switches strategies layer-by-layer based on actual input length.
AI Kill Switch
Researchers in South Korea weaponized prompt injection for defense. The more capable the AI attacker, the stronger the kill switch.